A New Feature Selection Procedure for Pattern Recognition Based on Supervised Learning. - Josef Kittler (Optimization Techniques, 1973)

A new approach to feature selection based on the Karhunen-Loeve expansion. - Josef Kittler; Peter C. Young (Pattern Recognit., 1973)

"Foundations of the Theory of Learning Systems, " by Ya. Z. Tsypkin (Book Review). - P. Young; Josef Kittler (Int. J. Man Mach. Stud., 1974)

Development and application of pattern recognition techniques. - Josef Kittler (1974)

Mathematics Methods of Feature Selection in Pattern Recognition. - Josef Kittler (Int. J. Man Mach. Stud., 1975)

On the Divergence and the Joshi Dependence Measure in Feature Selection. - Josef Kittler (Inf. Process. Lett., 1975)

A nonlinear distance metric criterion for feature selection in the measurement space. - Josef Kittler (Inf. Sci., 1975)

A locally sensitive method for cluster analysis. - Josef Kittler (Pattern Recognit., 1976)

The Discriminant Function Approach to Classification of Incomplete Pattern Vectors. - Josef Kittler (IFIP Congress, 1977)

A Method for Determining Class Subspaces. - Josef Kittler (Inf. Process. Lett., 1977)

On the Discriminant Vector Method of Feature Selection. - Josef Kittler (IEEE Trans. Computers, 1977)

Classification of Incomplete Pattern Vectors Using Modified Discriminant Functions. - Josef Kittler (IEEE Trans. Computers, 1978)

Comments on "single-link characteristics of a mode-seeking clustering algorithm". - Josef Kittler (Pattern Recognit., 1979)

The Probability Distribution of Conditional Classification Error. - Josef Kittler; Pierre A. Devijver (IEEE Trans. Pattern Anal. Mach. Intell., 1980)

Automatic inspection by lots in the presence of classification errors. - Josef Kittler; Louis-François Pau (Pattern Recognit., 1980)

Editorial. - Josef Kittler (Pattern Recognit., 1981)

An efficient estimator of pattern recognition system error probability. - Josef Kittler; Pierre A. Devijver (Pattern Recognit., 1981)

Statistical Properties of Error Estimators in Performance Assessment of Recognition Systems. - Josef Kittler; Pierre A. Devijver (IEEE Trans. Pattern Anal. Mach. Intell., 1982)

On the accuracy of the Sobel edge detector. - Josef Kittler (Image Vis. Comput., 1983)

The magnitude accuracy of the template edge detector. - Josef Kittler; John Illingworth; K. Paler (Pattern Recognit., 1983)

The effect of pixel correlations on class separability. - J. Föglein; Josef Kittler (Pattern Recognit. Lett., 1983)

Greylevel edge thinning: A new method. - K. Paler; Josef Kittler (Pattern Recognit. Lett., 1983)

Contextual classification of multispectral pixel data. - Josef Kittler; J. Föglein (Image Vis. Comput., 1984)

Local ordered grey levels as an aid to corner detection. - K. Paler; J. Föglein; John Illingworth; Josef Kittler (Pattern Recognit., 1984)

Threshold selection based on a simple image statistic. - Josef Kittler; John Illingworth; J. Föglein (Comput. Vis. Graph. Image Process., 1985)

Relaxation labelling algorithms - a review. - Josef Kittler; John Illingworth (Image Vis. Comput., 1985)

On threshold selection using clustering criteria. - Josef Kittler; John Illingworth (IEEE Trans. Syst. Man Cybern., 1985)

On compatibility and support functions in probabilistic relaxation. - Josef Kittler; J. Föglein (Comput. Vis. Graph. Image Process., 1986)

Minimum error thresholding. - Josef Kittler; John Illingworth (Pattern Recognit., 1986)

A Survey of Efficient Hough Transform Methods. - John Illingworth; Josef Kittler (Alvey Vision Conference, 1987)

A Study of Optimisation Approaches to Probabilistic Relaxation Labelling on a 3 Node 2 Label Problem. - Josef Kittler; John Illingworth; V. Mallesh (Alvey Vision Conference, 1987)

Contextual decision rule for region analysis. - Josef Kittler; Edwin R. Hancock (Image Vis. Comput., 1987)

The Adaptive Hough Transform. - John Illingworth; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 1987)

An averaging edge detector. - Josef Kittler; J. Eggleton; John Illingworth; K. Paler (Pattern Recognit. Lett., 1987)

Identification of fringe minima in electronic speckle pattern images. - K. Paler; K. M. Crennell; Josef Kittler; B. N. Dobbins; B. L. Button; Catherine Wykes (Pattern Recognit. Lett., 1987)

On the Optimal Edge Detector. - Maria Petrou; Josef Kittler (Alvey Vision Conference, 1988)

Ellipse Detection using the Hough Transform. - H. K. Yuen; John Illingworth; Josef Kittler (Alvey Vision Conference, 1988)

A survey of the hough transform. - John Illingworth; Josef Kittler (Comput. Vis. Graph. Image Process., 1988)

Optimality of reassignment rules in dynamic clustering. - Josef Kittler; David Pairman (Pattern Recognit., 1988)

Edge Postprocessing - A Comparative Study. - Edwin R. Hancock; Josef Kittler (Alvey Vision Conference, 1989)

A Comparative Study of Hough Transform Methods for Circle Finding. - H. K. Yuen; John Princen; John Illingworth; Josef Kittler (Alvey Vision Conference, 1989)

A hierarchical approach to line extraction. - John Princen; John Illingworth; Josef Kittler (CVPR, 1989)

Combining Evidence in Probabilistic Relaxation. - Josef Kittler; Edwin R. Hancock (Int. J. Pattern Recognit. Artif. Intell., 1989)

Detecting partially occluded ellipses using the Hough transform. - H. K. Yuen; John Illingworth; Josef Kittler (Image Vis. Comput., 1989)

Robust estimation of shape parameters. - Graeme A. Jones; John Princen; John Illingworth; Josef Kittler (BMVC, 1990)

Hypothesis testing: a framework for analysing and optimising Hough transform performance. - John Princen; John Illingworth; Josef Kittler (ICCV, 1990)

A label error process for discrete relaxation. - Edwin R. Hancock; Josef Kittler (ICPR (1), 1990)

General motion estimation and segmentation. - Siu-Fan Wu; Josef Kittler (VCIP, 1990)

A hierarchical approach to line extraction based on the Hough transform. - John Princen; John Illingworth; Josef Kittler (Comput. Vis. Graph. Image Process., 1990)

Edge-Labeling Using Dictionary-Based Relaxation. - Edwin R. Hancock; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 1990)

Discrete relaxation. - Edwin R. Hancock; Josef Kittler (Pattern Recognit., 1990)

A differential method for simultaneous estimation of rotation, change of scale and translation. - Siu-Fan Wu; Josef Kittler (Signal Process. Image Commun., 1990)

Low-level Grouping of Straight Line Segments. - A. Etemadi; J.-P. Schmidt; George Matas; John Illingworth; Josef Kittler (BMVC, 1991)

Supervised Segmentation Using a Multi-resolution Data Representation. - Isaac Ng; Josef Kittler; John Illingworth (BMVC, 1991)

Heuristically Guided Polygon Finding. - Kok Cheong Wong; Josef Kittler; John Illingworth (BMVC, 1991)

Adaptive estimation of hysteresis thresholds. - Edwin R. Hancock; Josef Kittler (CVPR, 1991)

Optimal Edge Detectors for Ramp Edges. - Maria Petrou; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 1991)

Contextual Junction Finder. - Jiri Matas; Josef Kittler (BMVC, 1992)

Vanishing Point Detection. - A. Tai; Josef Kittler; Maria Petrou; Terry Windeatt (BMVC, 1992)

Recognising Polyhedral Objects from a Single Perspective View. - Kok Cheong Wong; Josef Kittler (BMVC, 1992)

On Computing the Next Look Camera Parameters in Active Vision. - Paolo Remagnino; Josef Kittler; George Matas; John Illingworth (ECAI, 1992)

Matching and Recognition of Road Networks from Aerial Images. - Stan Z. Li; Josef Kittler; Maria Petrou (ECCV, 1992)

Multiresolution edge labelling using hierarchical relaxation. - Edwin R. Hancock; Michal Haindl; Josef Kittler (ICPR (2), 1992)

Relaxational refinement of intensity ridges. - Edwin R. Hancock; Josef Kittler (ICPR (3), 1992)

Generalised Hough transform in object recognition. - H. M. Lee; Josef Kittler; Kok Cheong Wong (ICPR (3), 1992)

On local linear transform and Gabor filter representation of texture. - Isaac Ng; Tele Tan; Josef Kittler (ICPR (3), 1992)

A Hough transform algorithm with a 2D hypothesis testing kernel. - Phil L. Palmer; Josef Kittler; Maria Petrou (ICPR (3), 1992)

Multistage pattern recognition with reject option. - Pavel Pudil; Jana Novovicová; Svatopluk Bláha; Josef Kittler (ICPR (2), 1992)

A formal definition of the Hough transform: Properties and relationships. - John Princen; John Illingworth; Josef Kittler (J. Math. Imaging Vis., 1992)

Estimation of Complex Multimodal Motion: An Approach based on Robust Statistics and Hough Transform. - Miroslaw Bober; Josef Kittler (BMVC, 1993)

Generation, Verification and Localization of Object Hypotheses based on Colour. - Jiri Matas; Radek Marik; Josef Kittler (BMVC, 1993)

Automatic Machine Learning of Decision Rules for Classification Problems in Image Analysis. - Pavel Pudil; Jana Novovicová; Josef Kittler (BMVC, 1993)

A Morphological Approach to the Generalised 2-stage Stock-Cutting Problem. - Nikos Georgis; Maria Petrou; Josef Kittler (CAIP, 1993)

An optimisation approach to improving the accuracy of the Hough transform: plane orientations from skew symmetry. - Phil L. Palmer; Maria Petrou; Josef Kittler (CVPR, 1993)

Probabilistic relaxation for matching problems in computer vision. - Josef Kittler; William J. Christmas; Maria Petrou (ICCV, 1993)

Accurate line parameters from an optimising Hough Transform for vanishing point detection. - Phil L. Palmer; Maria Petrou; Josef Kittler (ICCV, 1993)

A Bayesian interpretation for the Hopfield network. - Edwin R. Hancock; Josef Kittler (ICNN, 1993)

Robust Statistical Methods of 2D and 3D Image Description. - John Illingworth; Graeme A. Jones; Josef Kittler; Maria Petrou; John Princen (Ann. Math. Artif. Intell., 1993)

Junction detection using probabilistic relaxation. - Jiri Matas; Josef Kittler (Image Vis. Comput., 1993)

Recognizing polyhedral objects from a single perspective view. - Kok Cheong Wong; Josef Kittler (Image Vis. Comput., 1993)

A Gradient-Based Method for General Motion Estimation and Segmentation. - Siu-Fan Wu; Josef Kittler (J. Vis. Commun. Image Represent., 1993)

An analysis of the Max-Min approach to feature selection and ordering. - Pavel Pudil; Jana Novovicová; N. Choakjarernwanit; Josef Kittler (Pattern Recognit. Lett., 1993)

Supervised segmentation using a multiresolution data representation. - Isaac Ng; Josef Kittler; John Illingworth (Signal Process., 1993)

Projective Geometry Based Image Reconstruction: Limitations and Applicability Constraints. - Nikos Georgis; Maria Petrou; Josef Kittler (BMVC, 1994)

Illumination Invariant Colour Recognition. - Jiri Matas; Radek Marik; Josef Kittler (BMVC, 1994)

Estimating Angles And Curvature Features In Grey Scale Images. - Zhimin Shao; Josef Kittler (BMVC, 1994)

Recognition of Cylindrical Objects Using Occluding Boundaries Obtained from Colour Based Segmentation. - Dekun Yang; Josef Kittler; George Matas (BMVC, 1994)

Robust motion analysis. - Miroslaw Bober; Josef Kittler (CVPR, 1994)

Non-Iterative Contextual Correspondence Matching. - William J. Christmas; Josef Kittler; Maria Petrou (ECCV (2), 1994)

Robust Motion Estimation and Multistage Vector Quantisation for Sequence Compression. - Kui Zhang; Miroslaw Bober; Josef Kittler (ICIP (2), 1994)

A performance measure of boundary detection algorithms. - Phil L. Palmer; Homam Dabis; Josef Kittler (ICPR (1), 1994)

Multiresolution motion segmentation. - Maria Petrou; Miroslaw Bober; Josef Kittler (ICPR (1), 1994)

Floating search methods for feature selection with nonmonotonic criterion functions. - Pavel Pudil; Francesc J. Ferri; Jana Novovicová; Josef Kittler (ICPR (2), 1994)

MFT based discrete relaxation for matching high order relational structures. - Dekun Yang; Josef Kittler (ICPR (2), 1994)

Detection of Defects in Colour Texture Surfaces. - Josef Kittler; Radek Marik; Majid Mirmehdi; Maria Petrou; J. Song (MVA, 1994)

Simultaneous learning of decision rules and important attributes for classification problems in image analysis. - Pavel Pudil; Jana Novovicová; Josef Kittler (Image Vis. Comput., 1994)

Hypothesis Testing: A Framework for Analyzing and Optimizing Hough Transform Performance. - John Princen; John Illingworth; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 1994)

Using focus of attention with the hough transform for accurate line parameter estimation. - Phil L. Palmer; Josef Kittler; Maria Petrou (Pattern Recognit., 1994)

Floating search methods in feature selection. - Pavel Pudil; Jana Novovicová; Josef Kittler (Pattern Recognit. Lett., 1994)

Combining the Hough Transform and Multiresolution MRF's for the Robust Motion Estimation. - Miroslaw Bober; Josef Kittler (ACCV, 1995)

Line Postprocessing Using Probabilistic Relaxation and Relative Measurements. - Petros Papachristou; Maria Petrou; Josef Kittler (ACCV, 1995)

Modelling Compatibility Coefficient Distributions for Probabilistic Feature-Labelling Schemes. - William J. Christmas; Josef Kittler; Maria Petrou (BMVC, 1995)

Probabilistic Relaxation as an Optimizer. - Andrew J. Stoddart; Maria Petrou; Josef Kittler (BMVC, 1995)

Constraining Probabilistic Relaxation with Symbolic Attributes. - Mohamad Hatef; Josef Kittler (CAIP, 1995)

Spatial and Feature Space Clustering: Applications in Image Analysis. - Jiri Matas; Josef Kittler (CAIP, 1995)

Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and Classification. - Pavel Pudil; Jana Novovicová; Francesc J. Ferri; Josef Kittler (CAIP, 1995)

A New Algorithm for Probabilistic Relaxation Based on the Baum Eagon Theorem. - Andrew J. Stoddart; Maria Petrou; Josef Kittler (CAIP, 1995)

On Representation and Matching of Multi-Coloured Objects. - Jiri Matas; Radek Marik; Josef Kittler (ICCV, 1995)

Estimation of Curvature and Tangent Direction by Median Filtered Differencing. - Jiri Matas; Zhimin Shao; Josef Kittler (ICIAP, 1995)

Combining symbolic with numeric attributes in multi-class object recognition problems. - Mohamad Hatef; Josef Kittler (ICIP (3), 1995)

Recognition of two dimensional objects based on a novel generalized Hough transform method. - Kok Cheong Wong; H. C. Sim; Josef Kittler (ICIP (3), 1995)

Motion based image segmentation for video coding. - Kui Zhang; Miroslaw Bober; Josef Kittler (ICIP (3), 1995)

Spectral and rank order approaches to texture analysis. - Stefano Fioravanti; Roberto Fioravanti; Francesco G. B. De Natale; Radek Marik; Majid Mirmehdi; Josef Kittler; Maria Petrou (Eur. Trans. Telecommun., 1995)

Colour-based object recognition under spectrally non-uniform illumination. - Jiri Matas; Radek Marik; Josef Kittler (Image Vis. Comput., 1995)

Intentional control of camera look direction and viewpoint in an active vision system. - Paolo Remagnino; John Illingworth; Josef Kittler; Jiri Matas (Image Vis. Comput., 1995)

Welcome message from the IAPR President. - Josef Kittler (Mach. Vis. Appl., 1995)

Texture crack detection. - Keng Yew Song; Maria Petrou; Josef Kittler (Mach. Vis. Appl., 1995)

Structural Matching in Computer Vision Using Probabilistic Relaxation. - William J. Christmas; Josef Kittler; Maria Petrou (IEEE Trans. Pattern Anal. Mach. Intell., 1995)

Feature selection based on the approximation of class densities by finite mixtures of special type. - Pavel Pudil; Jana Novovicová; N. Choakjarernwanit; Josef Kittler (Pattern Recognit., 1995)

On Accurate and Robust Estimation of Fundamental Matrix. - Miroslaw Bober; Nikos Georgis; Josef Kittler (BMVC, 1996)

Error Propagation for 2D-to-3D Matching with Application to Underwater Navigation. - William J. Christmas; Josef Kittler; Maria Petrou (BMVC, 1996)

Complex Feedback Strategies for Hypothesis Generation and Verification. - Majid Mirmehdi; Phil L. Palmer; Josef Kittler; Homam Dabis (BMVC, 1996)

Robust and Efficient Shape Indexing through Curvature Scale Space. - Farzin Mokhtarian; Sadegh Abbasi; Josef Kittler (BMVC, 1996)

Complexity analysis of RBF networks for Pattern Recognition. - Lucia Sardo; Josef Kittler (CVPR, 1996)

Structural fault detection in random macro textures. - Majid Mirmehdi; Radek Marík; Maria Petrou; Josef Kittler (EUSIPCO, 1996)

RBF networks for density estimation. - Lucia Sardo; Josef Kittler (EUSIPCO, 1996)

Noise modeling for smoothing the colour histogram. - Leila Shafarenko; Maria Petrou; Josef Kittler (EUSIPCO, 1996)

A low bit rate hierarchical video codec. - Kui Zhang; Miroslaw Bober; Josef Kittler (EUSIPCO, 1996)

Asymptotic Complexity of an RBF NN for Correlated Data Representation. - Lucia Sardo; Josef Kittler (ICANN, 1996)

Video coding using affine motion compensated prediction. - Kui Zhang; Miroslaw Bober; Josef Kittler (ICASSP, 1996)

Using grammars for scene interpretation. - Henrik I. Christensen; Jiri Matas; Josef Kittler (ICIP (2), 1996)

Error propagation analysis for edge postprocessing. - Maria Petrou; Petros Papachristou; Josef Kittler (ICIP (1), 1996)

A hybrid codec for very low bit rate video coding. - Kui Zhang; Miroslaw Bober; Josef Kittler (ICIP (1), 1996)

Minimum complexity estimator for RBF networks architecture selection. - Lucia Sardo; Josef Kittler (ICNN, 1996)

Techniques for the interpretation of thermal paint coated samples. - Andrew Griffin; Josef Kittler; Terry Windeatt; Jiri Matas (ICPR, 1996)

Mixed pixel classification with the randomized Hough transform. - Heikki Kälviäinen; Panagiota Bosdogianni; Maria Petrou; Josef Kittler (ICPR, 1996)

Combining classifiers. - Josef Kittler; Mohamad Hatef; Robert P. W. Duin (ICPR, 1996)

Minimum complexity PDF estimation for correlated data. - Lucia Sardo; Josef Kittler (ICPR, 1996)

Fuzzy non-iterative ARG labeling with multiple interpretations. - Zhimin Shao; Josef Kittler (ICPR, 1996)

Probabilistic feature-labelling schemes: modelling compatibility coefficient distributions. - William J. Christmas; Josef Kittler; Maria Petrou (Image Vis. Comput., 1996)

Defect detection in random colour textures. - Keng Yew Song; Josef Kittler; Maria Petrou (Image Vis. Comput., 1996)

Divergence Based Feature Selection for Multimodal Class Densities. - Jana Novovicová; Pavel Pudil; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 1996)

Bayesian and neural networks for geographic information processing. - Athena Stassopoulou; Maria Petrou; Josef Kittler (Pattern Recognit. Lett., 1996)

Lip-shape Dependent Face Verification. - Josef Kittler; Yongping Li; Jiri Matas; M. Ulises Ramos Sánchez (AVBPA, 1997)

Combining Evidence in Multimodal Personal Identity Recognition Systems. - Josef Kittler; Yongping Li; Jiri Matas; M. Ulises Ramos Sánchez (AVBPA, 1997)

Statistical Chromaticity Models for Lip Tracking with B-splines. - M. Ulises Ramos Sánchez; Jiri Matas; Josef Kittler (AVBPA, 1997)

Weighting Factors in Multiple Expert Fusion. - Josef Kittler; S. A. Hojjatoleslami 001; Terry Windeatt (BMVC, 1997)

Fast Face Localisation and Verification. - Jiri Matas; Kenneth Jonsson; Josef Kittler (BMVC, 1997)

Probabilistic Relaxation: Potential, Relationships and Open Problems. - Josef Kittler (EMMCVPR, 1997)

Using feature selection to aid an iconic search through an image database. - Kieron Messer; Josef Kittler (ICASSP, 1997)

Statistical chromaticity-based lip tracking with B-splines. - M. Ulises Ramos Sánchez; Jiri Matas; Josef Kittler (ICASSP, 1997)

A New Approach to Computation of Curvature Scale Space Image for Shape Similarity Retrieval. - Farzin Mokhtarian; Sadegh Abbasi; Josef Kittler (ICIAP (2), 1997)

Object Recognition Using a Tag. - Jiri Matas; Soh Ling Min; Josef Kittler (ICIP (1), 1997)

An RBF based classifier for the detection of microcalcifications in mammograms with outlier rejection capability. - Ali Hojjatoleslami; Lucia Sardo; Josef Kittler (ICNN, 1997)

Reliable Classification of Chrysanthemum Leaves through Curvature Scale Space. - Sadegh Abbasi; Farzin Mokhtarian; Josef Kittler (Scale-Space, 1997)

An Optimizing Line Finder Using a Hough Transform Algorithm. - Phil L. Palmer; Josef Kittler; Maria Petrou (Comput. Vis. Image Underst., 1997)

Image Sequence Coding Using Multiple-Level Segmentation and Affine Motion Estimation. - Kui Zhang; Miroslaw Bober; Josef Kittler (IEEE J. Sel. Areas Commun., 1997)

Obituary: Pierre Devijver. - Josef Kittler; Anil K. Jain 001 (IEEE Trans. Pattern Anal. Mach. Intell., 1997)

Robust unmixing of large sets of mixed pixels. - Panagiota Bosdogianni; Heikki Kälviäinen; Maria Petrou; Josef Kittler (Pattern Recognit. Lett., 1997)

Obituary. - Josef Kittler (Pattern Recognit. Lett., 1997)

Strategies for combining classifiers employing shared and distinct pattern representations. - Josef Kittler; S. A. Hojjatoleslami 001; Terry Windeatt (Pattern Recognit. Lett., 1997)

Combining evidence in personal identity verification systems. - Josef Kittler; Jiri Matas; Kenneth Jonsson; M. Ulises Ramos Sánchez (Pattern Recognit. Lett., 1997)

A comparison of colour texture attributes selected by statistical feature selection and neural network methods. - Kieron Messer; Josef Kittler (Pattern Recognit. Lett., 1997)

Genetic optimisation of the image feature extraction process. - Majid Mirmehdi; Phil L. Palmer; Josef Kittler (Pattern Recognit. Lett., 1997)

Mixture models with higher order moments. - Panagiota Bosdogianni; Maria Petrou; Josef Kittler (IEEE Trans. Geosci. Remote. Sens., 1997)

Mixed pixel classification with robust statistics. - Panagiota Bosdogianni; Maria Petrou; Josef Kittler (IEEE Trans. Geosci. Remote. Sens., 1997)

Automatic color grading of ceramic tiles using machine vision. - Constantinos Boukouvalas; Josef Kittler; Radek Marik; Maria Petrou (IEEE Trans. Ind. Electron., 1997)

Automatic watershed segmentation of randomly textured color images. - Leila Shafarenko; Maria Petrou; Josef Kittler (IEEE Trans. Image Process., 1997)

Optimising the Complete Image Feature Extraction Chain. - Majid Mirmehdi; Phil L. Palmer; Josef Kittler (ACCV (2), 1998)

Saliency-Based Robust Correlation for Real-Time Face Registration and Verification. - Kenneth Jonsson; Jiri Matas; Josef Kittler; S. Haberl (BMVC, 1998)

Progressive Probabilistic Hough Transform. - Jiri Matas; Charles Galambos; Josef Kittler (BMVC, 1998)

Choosing an Optimal Neural Network Size to aid a Search Through a Large Image Database. - Kieron Messer; Josef Kittler (BMVC, 1998)

A Weighted Combination of Classifiers Employing Shared and Distinct Representations. - Josef Kittler; S. A. Hojjatoleslami 001 (CVPR, 1998)

A Study on Automatic Shot Change Detection. - Yusseri Yusoff; William J. Christmas; Josef Kittler (ECMAST, 1998)

Model acquisition and matching in tagged object recognition (TOR). - Soh Ling Min; Jiri Matas; Josef Kittler (EUSIPCO, 1998)

Efficient curvature-based shape representation for similarity retrieval. - Farzin Mokhtarian; Sadegh Abbasi; Josef Kittler (EUSIPCO, 1998)

A background memory update scheme for H.263 video codec. - Kui Zhang; Josef Kittler (EUSIPCO, 1998)

Feature selection for a DTW-based speaker verification system. - Medha Pandit; Josef Kittler (ICASSP, 1998)

Global motion estimation and robust regression for video coding. - Kui Zhang; Josef Kittler (ICASSP, 1998)

Using Background Memory for Efficient Video Coding. - Kui Zhang; Josef Kittler (ICIP (3), 1998)

An MRF approach for interpreting thermochromic paint. - Andrew Griffin; Terry Windeatt; Andrew J. Stoddart; Josef Kittler; Robert C. Crida (ICPR, 1998)

Strategies for weighted combination of classifiers employing shared and distinct representations. - Ali Hojjatoleslami; Josef Kittler (ICPR, 1998)

Improved JPEG coding for remote sensing. - Peixin Hou; Ali Hojjatoleslami; Maria Petrou; Craig Ian Underwood; Josef Kittler (ICPR, 1998)

Recognition using labelled objects. - Soh Ling Min; Jiri Matas; Josef Kittler (ICPR, 1998)

Selection of speaker independent feature for a speaker verification system. - Medha Pandit; Josef Kittler; Jiri Matas (ICPR, 1998)

Model complexity validation for PDF estimation using Gaussian mixtures. - Lucia Sardo; Josef Kittler (ICPR, 1998)

Hypothesis selection for scene interpretation using grammatical models of scene evolution. - Rupert Young 001; Josef Kittler; Jiri Matas (ICPR, 1998)

Framework for Dynamically Reconfigurable Video Codec Using Multiple Coding Tools. - Kui Zhang; Josef Kittler (Broadband European Networks and Multimedia Services, 1998)

Sensitivity Analysis of Projective Geometry 3D Reconstruction. - Maria Petrou; Nikos Georgis; Josef Kittler (Theoretical Foundations of Computer Vision, 1998)

Application of a Bayesian Network in a GIS Based Decision Making System. - Athena Stassopoulou; Maria Petrou; Josef Kittler (Int. J. Geogr. Inf. Sci., 1998)

On the correspondence problem for wide angular separation of non-coplanar points. - Nikos Georgis; Maria Petrou; Josef Kittler (Image Vis. Comput., 1998)

On the Foundations of Probabilistic Relaxation with Product Support. - Andrew J. Stoddart; Maria Petrou; Josef Kittler (J. Math. Imaging Vis., 1998)

Combining classifiers: A theoretical framework. - Josef Kittler (Pattern Anal. Appl., 1998)

Nonlinear Motion Estimation Using the Supercoupling Approach. - Miroslaw Bober; Maria Petrou; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 1998)

Error Guided Design of a 3D Vision System. - Nikos Georgis; Maria Petrou; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 1998)

On Combining Classifiers. - Josef Kittler; Mohamad Hatef; Robert P. W. Duin; Jiri Matas (IEEE Trans. Pattern Anal. Mach. Intell., 1998)

A Non-Iterative Probabilistic Method For Contextual Correspondence Matching. - Josef Kittler; Maria Petrou; William J. Christmas (Pattern Recognit., 1998)

Region growing: a new approach. - S. A. Hojjatoleslami 001; Josef Kittler (IEEE Trans. Image Process., 1998)

Histogram-based segmentation in a perceptually uniform color space. - Leila Shafarenko; Maria Petrou; Josef Kittler (IEEE Trans. Image Process., 1998)

Efficient and Robust Retrieval by Shape Content through Curvature Scale Space. - Farzin Mokhtarian; Sadegh Abbasi; Josef Kittler (Image Databases and Multi-Media Search, 1998)

Support Vector Machines for Face Authentication. - Kenneth Jonsson; Josef Kittler; Yongping Li; Jiri Matas (BMVC, 1999)

Adaptive Texture Representation Methods for Automatic Target Recognition. - Kieron Messer; Dick de Ridder; Josef Kittler (BMVC, 1999)

Effective Implementation of Linear Discriminant Analysis for Face Recognition and Verification. - Yongping Li; Josef Kittler; Jiri Matas (CAIP, 1999)

Audio-Visual Person Verification. - S. Ben-Yacoub; Juergen Luettin; Kenneth Jonsson; Jiri Matas; Josef Kittler (CVPR, 1999)

Progressive Probabilistic Hough Transform for Line Detection. - Charles Galambos; Josef Kittler; Jiri Matas (CVPR, 1999)

Analysis of Multichannel Texture Representations from Video Mosaics. - Barbara Levienaise-Obadia; Josef Kittler; Andrew Griffin (ICMCS, Vol. 2, 1999)

Multi Modal Verification for Teleservices and Security Applications (M2VTS). - Gaël Richard; Yann Menguy; I. Guis; N. Suaudeau; Jérôme Boudy; Philip Lockwood; C. Fernández; Fernando Fernández; Constantine Kotropoulos; Anastasios Tefas; Ioannis Pitas; R. Heimgartner; et al. (ICMCS, Vol. 2, 1999)

Combining Multiple Experts for Classifying Shot Changes in Video Sequences. - Yusseri Yusoff; Josef Kittler; William J. Christmas (ICMCS, Vol. 2, 1999)

On Camera Calibration for Scene Model Acquisition and Maintenance Using an Active Vision System. - Rupert Young 001; Jiri Matas; Josef Kittler (ICVS, 1999)

Comparative study of strategies for illumination-invariant texture representations. - Barbara Levienaise-Obadia; Josef Kittler; William J. Christmas (Storage and Retrieval for Image and Video Databases (SPIE), 1999)

Shape representation and recognition based on invariant unary and binary relations. - Zhimin Shao; Josef Kittler (Image Vis. Comput., 1999)

Curvature Scale Space Image in Shape Similarity Retrieval. - Sadegh Abbasi; Farzin Mokhtarian; Josef Kittler (Multim. Syst., 1999)

Experimental evaluation of expert fusion strategies. - Fuad M. Alkoot; Josef Kittler (Pattern Recognit. Lett., 1999)

A region-based image database system using colour and texture. - Kieron Messer; Josef Kittler (Pattern Recognit. Lett., 1999)

Color grading of randomly textured ceramic tiles using color histograms. - Constantinos Boukouvalas; Josef Kittler; Radek Marik; Maria Petrou (IEEE Trans. Ind. Electron., 1999)

Feedback control strategies for object recognition. - Majid Mirmehdi; Phil L. Palmer; Josef Kittler; Homam Dabis (IEEE Trans. Image Process., 1999)

Region-Based Object Recognition: Pruning Multiple Representations and Hypotheses. - Alireza Ahmadyfard; Josef Kittler (BMVC, 2000)

On Matching Scores for LDA-based Face Verification. - Josef Kittler; Yongping Li; Jiri Matas (BMVC, 2000)

Object Recognition using the Invariant Pixel-Set Signature. - Jiri Matas; J. Burianek; Josef Kittler (BMVC, 2000)

Data and Decision Level Fusion of Temporal Information for Automatic Target Recognition. - Kieron Messer; Josef Kittler (BMVC, 2000)

Probabilistic PCA and ICA Subspace Mixture Models for Image Segmentation. - Dick de Ridder; Josef Kittler; Robert P. W. Duin (BMVC, 2000)

Video Shot Cut Detection using Adaptive Thresholding. - Yusseri Yusoff; William J. Christmas; Josef Kittler (BMVC, 2000)

Colour Image Retrieval and Object Recognition Using the Multimodal Neighbourhood Signature. - Jiri Matas; Dimitri Koubaroulis; Josef Kittler (ECCV (1), 2000)

An active mesh based tracker for feature correspondences. - A. Griffin; Josef Kittler (EUSIPCO, 2000)

Illumination invariant object recognition using the MNS method. - Dimitri Koubaroulis; Jiri Matas; Josef Kittler (EUSIPCO, 2000)

Representation of regions for accurate motion compensation. - R. Rambaruth; William J. Christmas; Josef Kittler (EUSIPCO, 2000)

Learning Support Vectors for Face Verification and Recognition. - Kenneth Jonsson; Josef Kittler; Yongping Li; Jiri Matas (FG, 2000)

Wearable face recognition aid. - C. Iordanoglou; Kenneth Jonsson; Josef Kittler; Jiri Matas (ICASSP, 2000)

Improving the Performance of the Product Fusion Strategy. - Fuad M. Alkoot; Josef Kittler (ICPR, 2000)

Using Gradient Information to Enhance the Progressive Probabilistic Hough Transform. - Charles Galambos; Josef Kittler; Jiri Matas (ICPR, 2000)

Coping with 3D Artifacts in Video Sequences. - Andrew Griffin; Josef Kittler (ICPR, 2000)

The Multimodal Signature Method: An Efficiency and Sensitivity Study. - Dimitri Koubaroulis; Jiri Matas; Josef Kittler (ICPR, 2000)

Defining Quantization Strategies and a Perceptual Similarity Measure for Texture-Based Annotation and Retrieval. - Barbara Levienaise-Obadia; Josef Kittler; William J. Christmas (ICPR, 2000)

Comparison of Face Verification Results on the XM2VTS Database. - Jiri Matas; Miroslav Hamouz; Kenneth Jonsson; Josef Kittler; Yongping Li; Constantine Kotropoulos; Anastasios Tefas; Ioannis Pitas; Teewoon Tan; Hong Yan 001; Fabrizio Smeraldi; N. Capdevielle; et al. (ICPR, 2000)

Fast Unit Selection Algorithm for Neural Network Design. - Kieron Messer; Josef Kittler (ICPR, 2000)

A Comparative Study of Different Segmentation Approaches for Audio Track Indexing. - Medha Pandit; Josef Kittler; Yongping Li; Edward H. S. Chilton (ICPR, 2000)

The Adaptive Subspace Map for Texture Segmentation. - Dick de Ridder; Josef Kittler; Olaf Lemmers; Robert P. W. Duin (ICPR, 2000)

Combining Multiple Classifiers in Probabilistic Neural Networks. - Jirí Grim; Josef Kittler; Pavel Pudil; Petr Somol (Multiple Classifier Systems, 2000)

OVID: toward object-based video retrieval. - Barbara Levienaise-Obadia; William J. Christmas; Josef Kittler; Kieron Messer; Yusseri Yusoff (Storage and Retrieval for Media Databases, 2000)

Region-Based Representation for Object Recognition by Relaxation Labelling. - Alireza Ahmadyfard; Josef Kittler (SSPR/SPR, 2000)

A Framework for Classifier Fusion: Is It Still Needed?. - Josef Kittler (SSPR/SPR, 2000)

Adaptive Automatic Target Recognition with SVM Boosting for Outlier Detection. - Kieron Messer; Josef Kittler; John A. Haddon; Graham Watson; Sharon Watson (SSPR/SPR, 2000)

The Adaptive Subspace Map for Image Description and Image Database Retrieval. - Dick de Ridder; Olaf Lemmers; Robert P. W. Duin; Josef Kittler (SSPR/SPR, 2000)

Combined Classifier Optimisation via Feature Selection. - David Windridge; Josef Kittler (SSPR/SPR, 2000)

Robust Detection of Lines Using the Progressive Probabilistic Hough Transform. - Jiri Matas; Charles Galambos; Josef Kittler (Comput. Vis. Image Underst., 2000)

Accurate Recovery of Dense Depth Map for 3D Motion Based Coding. - Nikos Georgis; Josef Kittler; Mirek Bober (Eur. Trans. Telecommun., 2000)

Enhancing CSS-based shape retrieval for objects with shallow concavities. - Sadegh Abbasi; Farzin Mokhtarian; Josef Kittler (Image Vis. Comput., 2000)

On the generalised stock-cutting problem. - Nikos Georgis; Maria Petrou; Josef Kittler (Mach. Vis. Appl., 2000)

Probabilistic relaxation and the Hough transform. - Josef Kittler (Pattern Recognit., 2000)

Combining multiple classifiers by averaging or by multiplying? - David M. J. Tax; Martijn van Breukelen; Robert P. W. Duin; Josef Kittler (Pattern Recognit., 2000)

Edge postprocessing using probabilistic relaxation. - Petros Papachristou; Maria Petrou; Josef Kittler (IEEE Trans. Syst. Man Cybern. Part B, 2000)

Face Identification and Verification via ECOC. - Josef Kittler; Reza Ghaderi; Terry Windeatt; Jiri Matas (AVBPA, 2001)

Face Verification via ECOC. - Josef Kittler; Reza Ghaderi; Terry Windeatt; Jiri Matas (BMVC, 2001)

Real Time Segmentation of Lip Pixels for Lip Tracker Initialization. - Mohammad Sadeghi 001; Josef Kittler; Kieron Messer (CAIP, 2001)

Face Verification Using Error Correcting Output Codes. - Josef Kittler; Reza Ghaderi; Terry Windeatt; Jiri Matas (CVPR (1), 2001)

Model Validation for Model Selection. - Josef Kittler; Kieron Messer; Mohammad Sadeghi 001 (ICAPR, 2001)

Advances in Statistical Feature Selection. - Josef Kittler; Pavel Pudil; Petr Somol (ICAPR, 2001)

Detection and Description of Human Running Behaviour in Sports Video Multimedia Database. - Fangxiang Cheng; William J. Christmas; Josef Kittler (ICIAP, 2001)

Using Contextual Information for Image Retrieva. - Lee Gregory; Josef Kittler (ICIAP, 2001)

Spatial Clustering of Pixels in the Mouth Area of Face Images. - Mohammad Sadeghi 001; Josef Kittler; Kieron Messer (ICIAP, 2001)

Segmentation of lip pixels for lip tracker initialisation. - Josef Kittler; Kieron Messer; Mohammad Sadeghi 001 (ICIP (1), 2001)

Generation of semantic cues for sports video annotation. - Kieron Messer; Josef Kittler; Barbara Levienaise-Obadia; William J. Christmas; Dimitri Koubaroulis (ICIP (3), 2001)

On Matching Algorithms for the Recognition of Objects in Cluttered Background. - Josef Kittler; Alireza Ahmadyfard (IWVF, 2001)

Improving Product by Moderating k-NN Classifiers. - Fuad M. Alkoot; Josef Kittler (Multiple Classifier Systems, 2001)

Information Analysis of Multiple Classifier Fusion. - Jirí Grim; Josef Kittler; Pavel Pudil; Petr Somol (Multiple Classifier Systems, 2001)

Relationship of Sum and Vote Fusion Strategies. - Josef Kittler; Fuad M. Alkoot (Multiple Classifier Systems, 2001)

Classifier Combination as a Tomographic Process. - David Windridge; Josef Kittler (Multiple Classifier Systems, 2001)

Empirical evaluation of a calibration chart detector. - Soh Ling Min; Josef Kittler; Jiri Matas (Mach. Vis. Appl., 2001)

Recognition of polyhedral objects using triplets of projected spatial edges based on a single perspective image. - Kok Cheong Wong; Josef Kittler (Pattern Recognit., 2001)

A comparative study of two object recognition methods. - Alireza Ahmadyfard; Josef Kittler (BMVC, 2002)

Orientation Correlation. - Alistair John Fitch; Alexander Kadyrov; William J. Christmas; Josef Kittler (BMVC, 2002)

Enhancing the performance of personal identity authentication systems by fusion of face verification experts. - Josef Kittler; Marco Ballette; Jacek Czyz; Fabio Roli; Luc Vandendorpe (ICME (2), 2002)

Colour-Based Model Pruning for Efficient ARG Object Recognition. - Alireza Ahmadyfard; Josef Kittler (ICPR (3), 2002)

Recognising Human Running Behaviour in Sports Video Sequences. - Fangxiang Cheng; William J. Christmas; Josef Kittler (ICPR (2), 2002)

Combining Face Verification Experts. - Jacek Czyz; Josef Kittler; Luc Vandendorpe (ICPR (2), 2002)

Fast Exhaustive Robust Matching. - Alistair John Fitch; Alexander Kadyrov; William J. Christmas; Josef Kittler (ICPR (3), 2002)

Colour-Based Object Recognition for Video Annotation. - Dimitri Koubaroulis; Jiri Matas; Josef Kittler (ICPR (2), 2002)

Automatic Sports Classification. - Kieron Messer; William J. Christmas; Josef Kittler (ICPR (2), 2002)

Support Object Classifiers with Rigid and Elastic Kernel Functions for Face Identification. - Vadim Mottl; Alexey Kostin; Josef Kittler (ICPR (4), 2002)

Elastic Transformation of the Image Pixel Grid for Similarity Based Face Identification. - Vadim Mottl; Andrey Kopylov; Alexey Kostin; Alexey Yermakov; Josef Kittler (ICPR (3), 2002)

Decision Level Fusion of Intramodal Personal Identity Verification Experts. - Josef Kittler; Marco Ballette; Jacek Czyz; Fabio Roli; Luc Vandendorpe (Multiple Classifier Systems, 2002)

An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems. - Fabio Roli; Josef Kittler; Giorgio Fumera; Daniele Muntoni (Multiple Classifier Systems, 2002)

On the General Application of the Tomographic Classifier Fusion Methodology. - David Windridge; Josef Kittler (Multiple Classifier Systems, 2002)

Invariant Gabor Features for Face Evidence Extraction. - Joni-Kristian Kamarainen; Ville Kyrki; Heikki Kälviäinen; Miroslav Hamouz; Josef Kittler (MVA, 2002)

Fusion of multiple experts in multimodal biometric personal identity verification systems. - Josef Kittler; Kieron Messer (NNSP, 2002)

Using Graph Search Techniques for Contextual Colour Retrieval. - Lee Gregory; Josef Kittler (SSPR/SPR, 2002)

Face Detection by Learned Affine Correspondences. - Miroslav Hamouz; Josef Kittler; Jiri Matas; Petr Bílek (SSPR/SPR, 2002)

Fusion of Multiple Cue Detectors for Automatic Sports Video Annotation. - Josef Kittler; Marco Ballette; William J. Christmas; Edward Jaser; Kieron Messer (SSPR/SPR, 2002)

Texture Description by Independent Components. - Dick de Ridder; Robert P. W. Duin; Josef Kittler (SSPR/SPR, 2002)

Modified Predictive Validation Test for Gaussian Mixture Modelling. - Mohammad Sadeghi 001; Josef Kittler (SSPR/SPR, 2002)

Morphologically Unbiased Classifier Combination through Graphical PDF Correlation. - David Windridge; Josef Kittler (SSPR/SPR, 2002)

The Multimodal Neighborhood Signature for Modeling Object Color Appearance and Applications in Object Recognition and Image Retrieval. - Jiri Matas; Dimitri Koubaroulis; Josef Kittler (Comput. Vis. Image Underst., 2002)

Fusion of multiple classifiers. - Fabio Roli; Josef Kittler (Inf. Fusion, 2002)

Using relaxation technique for region-based object recognition. - Alireza Ahmadyfard; Josef Kittler (Image Vis. Comput., 2002)

Multiple Classifier Fusion in Probabilistic Neural Networks. - Jirí Grim; Josef Kittler; Pavel Pudil; Petr Somol (Pattern Anal. Appl., 2002)

Moderating k-NN Classifiers. - Josef Kittler; Fuad M. Alkoot (Pattern Anal. Appl., 2002)

Model Selection by Predictive Validation. - Josef Kittler; Kieron Messer; Mohammad Sadeghi 001 (Pattern Anal. Appl., 2002)

Modified product fusion. - Fuad M. Alkoot; Josef Kittler (Pattern Recognit. Lett., 2002)

An active mesh based tracker for improved feature correspondences. - Andrew Griffin; Josef Kittler (Pattern Recognit. Lett., 2002)

The BANCA Database and Evaluation Protocol. - Enrique Bailly-Bailliére; Samy Bengio; Frédéric Bimbot; Miroslav Hamouz; Josef Kittler; Johnny Mariéthoz; Jiri Matas; Kieron Messer; Vlad Popovici; Fabienne Porée; Belén Ruíz; Jean-Philippe Thiran (AVBPA, 2003)

Hypotheses-Driven Affine Invariant Localization of Faces in Verification Systems. - Miroslav Hamouz; Josef Kittler; Joni-Kristian Kamarainen; Heikki Kälviäinen (AVBPA, 2003)

Face Verification Competition on the XM2VTS Database. - Kieron Messer; Josef Kittler; Mohammad Sadeghi 001; Sébastien Marcel; Christine Marcel; Samy Bengio; Fabien Cardinaux; Conrad Sanderson; Jacek Czyz; Luc Vandendorpe; Sanun Srisuk; Maria Petrou; et al. (AVBPA, 2003)

A Comparative Study of Automatic Face Verification Algorithms on the BANCA Database. - Mohammad Sadeghi 001; Josef Kittler; Alexey Kostin; Kieron Messer (AVBPA, 2003)

Discriminant Analysis by Locally Linear Transformations. - Tae-Kyun Kim 001; Josef Kittler; Hyun-Chul Kim; Seok-Cheol Kee (BMVC, 2003)

Application of Characteristic Function Method in Target Detection. - Mohammad Hamiruce Marhaban; Josef Kittler (BMVC, 2003)

Independent Component Analysis in a Facial Local Residue Space. - Tae-Kyun Kim 001; Hyunwoo Kim; Wonjun Hwang; Seok-Cheol Kee; Josef Kittler (CVPR (1), 2003)

Locally Optimized RANSAC. - Ondrej Chum; Jiri Matas; Josef Kittler (DAGM-Symposium, 2003)

Using a pictorial dictionary as a high level user interface for visual information retrieval. - Lee Gregory; Josef Kittler (ICIP (2), 2003)

Face description based on decomposition and combining of a facial space with LDA. - Tae-Kyun Kim 001; Hyunwoo Kim; Wonjun Hwang; Seok-Cheol Kee; Josef Kittler (ICIP (3), 2003)

A Multiple Classifier System Approach to Affine Invariant Object Recognition. - Alireza Ahmadyfard; Josef Kittler (ICVS, 2003)

A Multimedia System Architecture for Automatic Annotation of Sports Videos. - William J. Christmas; Edward Jaser; Kieron Messer; Josef Kittler (ICVS, 2003)

Building Classifier Ensembles for Automatic Sports Classification. - Edward Jaser; Josef Kittler; William J. Christmas (Multiple Classifier Systems, 2003)

Serial Multiple Classifier Systems Exploiting a Coarse to Fine Output Coding. - Josef Kittler; Alireza Ahmadyfard; David Windridge (Multiple Classifier Systems, 2003)

The Practical Performance Characteristics of Tomographically Filtered Multiple Classifier Fusion. - David Windridge; Josef Kittler (Multiple Classifier Systems, 2003)

Face verification via error correcting output codes. - Josef Kittler; Reza Ghaderi; Terry Windeatt; Jiri Matas (Image Vis. Comput., 2003)

Sum Versus Vote Fusion in Multiple Classifier Systems. - Josef Kittler; Fuad M. Alkoot (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

A Morphologically Optimal Strategy for Classifier Combination: Multiple Expert Fusion as a Tomographic Process. - David Windridge; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

A New Kernel Direct Discriminant Analysis (KDDA) Algorithm for Face Recognition. - Xiaojun Wu 001; Josef Kittler; Jing-Yu Yang 001; Kieron Messer; Shitong Wang 001 (BMVC, 2004)

Use of Context in Automatic Annotation of Sports Videos. - Ilias Kolonias; William J. Christmas; Josef Kittler (CIARP, 2004)

Hierarchical Decision Making Scheme for Sports Video Categorisation with Temporal Post-Processing. - Edward Jaser; Josef Kittler; William J. Christmas (CVPR (2), 2004)

Mosaics from Arbitrary Stereo Video Sequences. - Nicolas Gorges; Marc Hanheide; William J. Christmas; Christian Bauckhage; Gerhard Sagerer; Josef Kittler (DAGM-Symposium, 2004)

Multiple Classifier System Approach to Model Pruning in Object Recognition. - Josef Kittler; Alireza Ahmadyfard (ECCV (4), 2004)

A comparative study of data fusion strategies in face verification. - Mohammad T. Sadeghi 001; Josef Kittler (EUSIPCO, 2004)

Affine-Invariant Face Detection and Localization Using GMM-based Feature Detector and Enhanced Appearance Model. - Miroslav Hamouz; Josef Kittler; Joni-Kristian Kamarainen; Pekka Paalanen; Heikki Kälviäinen (FGR, 2004)

Decision Making in the LDA Space: Generalised Gradient Direction Metric. - Mohammad Sadeghi 001; Josef Kittler (FGR, 2004)

A Comparison of Photometric Normalisation Algorithms for Face Verification. - James Short; Josef Kittler; Kieron Messer (FGR, 2004)

Performance versus Computational Complexity Trade-Off in Face Verification. - Thirimachos Bourlai; Kieron Messer; Josef Kittler (ICBA, 2004)

Decision Fusion for Face Authentication. - Jacek Czyz; Mohammad Sadeghi 001; Josef Kittler; Luc Vandendorpe (ICBA, 2004)

Face Authentication Competition on the BANCA Database. - Kieron Messer; Josef Kittler; Mohammad Sadeghi 001; Miroslav Hamouz; Alexey Kostin; Sébastien Marcel; Samy Bengio; Fabien Cardinaux; Conrad Sanderson; Norman Poh; Yann Rodriguez; Krzysztof Kryszczuk; et al. (ICBA, 2004)

Face Verification System Architecture Using Smart Cards. - Thirimachos Bourlai; Kieron Messer; Josef Kittler (ICPR (1), 2004)

Periodic Human Motion Description for Sports Video Databases. - Fangxiang Cheng; William J. Christmas; Josef Kittler (ICPR (3), 2004)

Face Authentication Test on the BANCA Database. - Kieron Messer; Josef Kittler; Mohammad Sadeghi 001; Miroslav Hamouz; Alexey Kostin; Fabien Cardinaux; Sébastien Marcel; Samy Bengio; Conrad Sanderson; Jacek Czyz; Luc Vandendorpe; Chris McCool; et al. (ICPR (4), 2004)

A New Direct LDA (D-LDA) Algorithm for Feature Extraction in Face Recognition. - Xiaojun Wu 001; Josef Kittler; Jing-Yu Yang 001; Kieron Messer; Shitong Wang 001 (ICPR (4), 2004)

Physics-Based Decorrelation of Image Data for Decision Level Fusion in Face Verification. - Josef Kittler; Mohammad Sadeghi 001 (Multiple Classifier Systems, 2004)

The Relationship between Classifier Factorisation and Performance in Stochastic Vector Quantisation. - David Windridge; Robin Patenall; Josef Kittler (Multiple Classifier Systems, 2004)

Multiple Classifier Fusion for Biometric Authentication. - Josef Kittler (SINOBIOMETRICS, 2004)

On Dimensionality Reduction for Client Specific Discriminant Analysis with Application to Face Verification. - Xiaojun Wu 001; Josef Kittler; Jing-Yu Yang 001; Kieron Messer; Shitong Wang 001; Jieping Lu (SINOBIOMETRICS, 2004)

Temporal Post-processing of Decision Tree Outputs for Sports Video Categorisation. - Edward Jaser; William J. Christmas; Josef Kittler (SSPR/SPR, 2004)

Combining Classifier for Face Identification at Unknown Views with a Single Model Image. - Tae-Kyun Kim 001; Josef Kittler (SSPR/SPR, 2004)

Approximate Gradient Direction Metric for Face Authentication. - Josef Kittler; Mohammad Sadeghi 001 (SSPR/SPR, 2004)

Tracking the Evolution of a Tennis Match Using Hidden Markov Models. - Ilias Kolonias; William J. Christmas; Josef Kittler (SSPR/SPR, 2004)

A General Strategy for Hidden Markov Chain Parameterisation in Composite Feature-Spaces. - David Windridge; Richard Bowden; Josef Kittler (SSPR/SPR, 2004)

The Role Of Relational Constraints In Region Matching. - Alireza Ahmadyfard; Josef Kittler (Int. J. Pattern Recognit. Artif. Intell., 2004)

Editorial. - Fabio Roli; Josef Kittler (Int. J. Pattern Recognit. Artif. Intell., 2004)

Fast Branch & Bound Algorithms for Optimal Feature Selection. - Petr Somol; Pavel Pudil; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2004)

Multiple classifier combination for face-based identity verification. - Jacek Czyz; Josef Kittler; Luc Vandendorpe (Pattern Recognit., 2004)

Independent component analysis in a local facial residue space for face recognition. - Tae-Kyun Kim 001; Hyunwoo Kim; Wonjun Hwang; Josef Kittler (Pattern Recognit., 2004)

An analytical algorithm for determining the generalized optimal set of discriminant vectors. - Xiaojun Wu 001; Josef Kittler; Jing-Yu Yang 001; Shitong Wang 001 (Pattern Recognit., 2004)

Scenario Based Performance Optimisation in Face Verification Using Smart Cards. - Thirimachos Bourlai; Kieron Messer; Josef Kittler (AVBPA, 2005)

Photometric Normalisation for Face Verification. - James Short; Josef Kittler; Kieron Messer (AVBPA, 2005)

A Tennis Ball Tracking Algorithm for Automatic Annotation of Tennis Match. - Fei Yan 001; William J. Christmas; Josef Kittler (BMVC, 2005)

Face Recognition Using Active Near-IR Illumination. - Xuan Zou; Josef Kittler; Kieron Messer (BMVC, 2005)

3D Assisted 2D Face Recognition: Methodology. - Josef Kittler; Miroslav Hamouz; Jose Rafael Tena; Adrian Hilton 001; John Illingworth; M. Ruiz (CIARP, 2005)

3D Assisted Face Recognition: A Survey of 3D Imaging, Modelling and Recognition Approachest. - Josef Kittler; Adrian Hilton 001; Miroslav Hamouz; John Illingworth (CVPR Workshops, 2005)

Unsupervised Symbol Grounding and Cognitive Bootstrapping in Cognitive Vision. - Richard Bowden; Liam F. Ellis; Josef Kittler; Mikhail Shevchenko; David Windridge (ICIAP, 2005)

Multiple Classifier Fusion Performance in Networked Stochastic Vector Quantisers. - Robin Patenall; David Windridge; Josef Kittler (Multiple Classifier Systems, 2005)

JPEG Compression Effects on a Smart Card Face Verification System. - Thirimachos Bourlai; Josef Kittler; Kieron Messer (MVA, 2005)

Object Evidence Extraction Using Simple Gabor Features and Statistical Ranking. - Joni-Kristian Kamarainen; Jarmo Ilonen; Pekka Paalanen; Miroslav Hamouz; Heikki Kälviäinen; Josef Kittler (SCIA, 2005)

A Memory Architecture and Contextual Reasoning Framework for Cognitive Vision. - Josef Kittler; William J. Christmas; Alexey Kostin; Fei Yan 001; Ilias Kolonias; David Windridge (SCIA, 2005)

Composite Support Vector Machines with Extended Discriminative Features for Accurate Face Detection. - Tae-Kyun Kim 001; Josef Kittler (IEICE Trans. Inf. Syst., 2005)

Performance measures of the tomographic classifier fusion methodology. - David Windridge; Josef Kittler (Int. J. Pattern Recognit. Artif. Intell., 2005)

Component-based LDA face description for image retrieval and MPEG-7 standardisation. - Tae-Kyun Kim 001; Hyunwoo Kim; Wonjun Hwang; Josef Kittler (Image Vis. Comput., 2005)

Feature-Based Affine-Invariant Localization of Faces. - Miroslav Hamouz; Josef Kittler; Joni-Kristian Kamarainen; Pekka Paalanen; Heikki Kälviäinen; Jiri Matas (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Locally Linear Discriminant Analysis for Multimodally Distributed Classes for Face Recognition with a Single Model Image. - Tae-Kyun Kim 001; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Object recognition by symmetrised graph matching using relaxation labelling with an inhibitory mechanism. - Alexey Kostin; Josef Kittler; William J. Christmas (Pattern Recognit. Lett., 2005)

A unified approach to the generation of semantic cues for sports video annotation. - Kieron Messer; William J. Christmas; Edward Jaser; Josef Kittler; Barbara Levienaise-Obadia; Dimitri Koubaroulis (Signal Process., 2005)

Fast robust correlation. - Alistair John Fitch; Alexander Kadyrov; William J. Christmas; Josef Kittler (IEEE Trans. Image Process., 2005)

Visual Bootstrapping for Unsupervised Symbol Grounding. - Josef Kittler; Mikhail Shevchenko; David Windridge (ACIVS, 2006)

On Optimisation of Smart Card Face Verification Systems. - Thirimachos Bourlai; Josef Kittler; Kieron Messer (AVSS, 2006)

Incremental Learning of Locally Orthogonal Subspaces for Set-based Object Recognition. - Tae-Kyun Kim 001; Josef Kittler; Roberto Cipolla (BMVC, 2006)

General Pose Face Recognition Using Frontal Face Model. - Jean-Yves Guillemaut; Josef Kittler; Mohammad Sadeghi 001; William J. Christmas (CIARP, 2006)

A Comparative Study of Face Representations in the Frequency Domain. - Eduardo Garea Llano; Josef Kittler; Kieron Messer; Heydi Mendez Vazquez (CIARP, 2006)

A Novel Data Association Algorithm for Object Tracking in Clutter with Application to Tennis Video Analysis. - Fei Yan 001; Alexey Kostin; William J. Christmas; Josef Kittler (CVPR (1), 2006)

06311 Executive Summary – Sensor Data and Information Fusion in Computer Vision and Medicine. - Joachim Denzler; Joachim Hornegger; Josef Kittler; Calvin R. Maurer Jr. (Sensor Data and Information Fusion in Computer Vision and Medicine, 2006)

06311 Abstracts Collection – Sensor Data and Information Fusion in Computer Vision and Medicine. - Joachim Denzler; Joachim Hornegger; Josef Kittler; Calvin R. Maurer Jr. (Sensor Data and Information Fusion in Computer Vision and Medicine, 2006)

Learning Discriminative Canonical Correlations for Object Recognition with Image Sets. - Tae-Kyun Kim 001; Josef Kittler; Roberto Cipolla (ECCV (3), 2006)

Robust Player Gesture Spotting and Recognition in Low-Resolution Sports Video. - Myung-Cheol Roh; William J. Christmas; Josef Kittler; Seong-Whan Lee (ECCV (4), 2006)

Database Size Effects on Performance on a Smart Card Face Verification System. - Thirimachos Bourlai; Josef Kittler; Kieron Messer (FGR, 2006)

Gesture Spotting in Low-Quality Video with Features Based on Curvature Scale Space. - Myung-Cheol Roh; William J. Christmas; Josef Kittler; Seong-Whan Lee (FGR, 2006)

Photometric Normalisation for Component-based Face Verification. - James Short; Josef Kittler; Kieron Messer (FGR, 2006)

Accurate Face Localisation for Faces under Active Near-IR Illumination. - Xuan Zou; Josef Kittler; Kieron Messer (FGR, 2006)

Fusion of Talking Face Biometric Modalities for Personal Identity Verification. - M. Ulises Ramos Sánchez; Josef Kittler (ICASSP (5), 2006)

Information Fusion for Local Gabor Features Based Frontal Face Verification. - Enrique Argones-Rúa; Josef Kittler; José Luis Alba-Castro; Daniel González-Jiménez (ICB, 2006)

Performance Characterisation of Face Recognition Algorithms and Their Sensitivity to Severe Illumination Changes. - Kieron Messer; Josef Kittler; James Short; Guillaume Heusch; Fabien Cardinaux; Sébastien Marcel; Yann Rodriguez; Shiguang Shan; Yu Su 010; Wen Gao 001; Xilin Chen 001 (ICB, 2006)

Ambient Illumination Variation Removal by Active Near-IR Imaging. - Xuan Zou; Josef Kittler; Kieron Messer (ICB, 2006)

Feature selection based on the training set manipulation. - Pavel Krízek; Josef Kittler; Václav Hlavác (ICPR (2), 2006)

An Illumination Insensitive Representation for Face Verification in the Frequency Domain. - Eduardo Garea Llano; Heydi Mendez Vazquez; Josef Kittler; Kieron Messer (ICPR (1), 2006)

Improving human activity detection by combining multi-dimensional motion descriptors with boosting. - Takehito Ogata; William J. Christmas; Josef Kittler; Seiji Ishikawa (ICPR (1), 2006)

Face Recognition Using Angular LDA and SVM Ensembles. - Raymond S. Smith; Josef Kittler; Miroslav Hamouz; John Illingworth (ICPR (3), 2006)

A Maximum A Posteriori Probability Viterbi Data Association Algorithm for Ball Tracking in Sports Video. - Fei Yan 001; William J. Christmas; Josef Kittler (ICPR (1), 2006)

Confidence Based Gating of Multiple Face Authentication Experts. - Mohammad Sadeghi 001; Josef Kittler (SSPR/SPR, 2006)

Cognitive learning with automatic goal acquisition. - Josef Kittler; Mikhail Shevchenko; David Windridge (STAIRS, 2006)

Design and Fusion of Pose-Invariant Face-Identification Experts. - Tae-Kyun Kim 001; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2006)

2D face pose normalisation using a 3D morphable model. - Jose Rafael Tena; Raymond S. Smith; Miroslav Hamouz; Josef Kittler; Adrian Hilton 001; John Illingworth (AVSS, 2007)

All Pairs Shortest Path Formulation for Multiple Object Tracking with Application to Tennis Video Analysis. - Fei Yan 001; William J. Christmas; Josef Kittler (BMVC, 2007)

Improving Stability of Feature Selection Methods. - Pavel Krízek; Josef Kittler; Václav Hlavác (CAIP, 2007)

Quality Controlled Multimodal Fusion of Biometric Experts. - Omolara Fatukasi; Josef Kittler; Norman Poh (CIARP, 2007)

A Method for Estimating Authentication Performance over Time, with Applications to Face Biometrics. - Norman Poh; Josef Kittler; Raymond S. Smith; Jose Rafael Tena (CIARP, 2007)

Incremental Linear Discriminant Analysis Using Sufficient Spanning Set Approximations. - Tae-Kyun Kim 001; Shu-Fai Wong; Björn Stenger; Josef Kittler; Roberto Cipolla (CVPR, 2007)

Optimisation of the pre-processing stage of a smart card face verification system. - Thirimachos Bourlai; Josef Kittler (EUSIPCO, 2007)

Multi-scale Local Binary Pattern Histograms for Face Recognition. - Chi-Ho Chan; Josef Kittler; Kieron Messer (ICB, 2007)

On the Use of Log-Likelihood Ratio Based Model-Specific Score Normalisation in Biometric Authentication. - Norman Poh; Josef Kittler (ICB, 2007)

Predicting Biometric Authentication System Performance Across Different Application Conditions: A Bootstrap Enhanced Parametric Approach. - Norman Poh; Josef Kittler (ICB, 2007)

SVM-Based Selection of Colour Space Experts for Face Authentication. - Mohammad Sadeghi 001; Samaneh Khoshrou; Josef Kittler (ICB, 2007)

Motion Compensation for Face Recognition Based on Active Differential Imaging. - Xuan Zou; Josef Kittler; Kieron Messer (ICB, 2007)

Object Localisation Using Generative Probability Model for Spatial Constellation and Local Image Features. - Joni-Kristian Kamarainen; Miroslav Hamouz; Josef Kittler; Pekka Paalanen; Jarmo Ilonen; Alexander Drobchenko (ICCV, 2007)

Lip Contour Segmentation Using Kernel Methods and Level Sets. - Akiel Khan; William J. Christmas; Josef Kittler (ISVC (2), 2007)

On Combination of Face Authentication Experts by a Mixture of Quality Dependent Fusion Classifiers. - Norman Poh; Guillaume Heusch; Josef Kittler (MCS, 2007)

Confidence Based Gating of Colour Features for Face Authentication. - Mohammad Sadeghi 001; Samaneh Khoshrou; Josef Kittler (MCS, 2007)

Colour Feature Selection for Face Authentication. - Mohammad Sadeghi 001; Samaneh Khoshrou; Josef Kittler (MVA, 2007)

An extreme case of the generalized optimal discriminant transformation and its application to face recognition. - Xiaojun Wu 001; Jieping Lu; Jing-Yu Yang 001; Shitong Wang 001; Josef Kittler (Neurocomputing, 2007)

Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations. - Tae-Kyun Kim 001; Josef Kittler; Roberto Cipolla (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Introduction to the Special Issue on Biometrics: Progress and Directions. - Salil Prabhakar; Josef Kittler; Davide Maltoni; Lawrence O'Gorman; Tieniu Tan (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Subsurface scattering deconvolution for improved NIR-visible facial image correlation. - Josef Kittler; David Windridge; Debaditya Goswami (FG, 2008)

A family of methods for quality-based multimodal biometric fusion using generative classifiers. - Norman Poh; Josef Kittler (ICARCV, 2008)

Feature condensing algorithm for feature selection. - Pavel Krízek; Josef Kittler; Václav Hlavác (ICPR, 2008)

On using error bounds to optimize cost-sensitive multimodal biometric authentication. - Norman Poh; Josef Kittler (ICPR, 2008)

An Entropy-Based Approach to the Hierarchical Acquisition of Perception-Action Capabilities. - David Windridge; Mikhail Shevchenko; Josef Kittler (ICVW, 2008)

Selection and Fusion of Similarity Measure Based Classifiers Using Support Vector Machines. - Mohammad T. Sadeghi 001; Masoumeh Samiei; Josef Kittler (SSPR/SPR, 2008)

The MediaMill TRECVID 2008 Semantic Video Search Engine. - Cees G. M. Snoek; Koen E. A. van de Sande; Ork de Rooij; Bouke Huurnink; Jan C. van Gemert; Jasper R. R. Uijlings; Jiyin He; Xirong Li 001; Ivo Everts; Vladimir Nedovic; M. van Liempt; Richard van Balen; et al. (TRECVID, 2008)

Similarity Measures Fusion Using SVM Classifier for Face Authentication. - Mohammad Sadeghi 001; Masoumeh Samiei; Seyed Mohammad T. Almodarresi; Josef Kittler (VISAPP (2), 2008)

A note on an extreme case of the generalized optimal discriminant transformation. - Marco Loog; Xiaojun Wu 001; Jieping Lu; Jing-Yu Yang 001; Shitong Wang 001; Josef Kittler (Neurocomputing, 2008)

Layered Data Association Using Graph-Theoretic Formulation with Application to Tennis Ball Tracking in Monocular Sequences. - Fei Yan 001; William J. Christmas; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Gesture spotting for low-resolution sports video annotation. - Myung-Cheol Roh; William J. Christmas; Josef Kittler; Seong-Whan Lee (Pattern Recognit., 2008)

Incorporating Model-Specific Score Distribution in Speaker Verification Systems. - Norman Poh; Josef Kittler (IEEE Trans. Speech Audio Process., 2008)

Image Feature Localization by Multiple Hypothesis Testing of Gabor Features. - Jarmo Ilonen; Joni-Kristian Kamarainen; Pekka Paalanen; Miroslav Hamouz; Josef Kittler; Heikki Kälviäinen (IEEE Trans. Image Process., 2008)

Epistemic Constraints on Autonomous Symbolic Representation in Natural and Artificial Agents. - David Windridge; Josef Kittler (Applications of Computational Intelligence in Biology, 2008)

Caricaturing to Improve Face Matching. - Peter J. B. Hancock; Alex H. McIntyre; Josef Kittler (BLISS, 2009)

Hierarchical Image Matching for Pose-invariant Face Recognition. - Shervin Rahimzadeh Arashloo; Josef Kittler (BMVC, 2009)

3D-assisted Facial Texture Super-Resolution. - Pouria Mortazavian; Josef Kittler; William J. Christmas (BMVC, 2009)

Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification. - Muhammad Atif Tahir; Josef Kittler; Fei Yan 001; Krystian Mikolajczyk (CBMI, 2009)

A Comparison of L1 Norm and L2 Norm Multiple Kernel SVMs in Image and Video Classification. - Fei Yan 001; Krystian Mikolajczyk; Josef Kittler; Muhammad Atif Tahir (CBMI, 2009)

Pose-Invariant Face Matching Using MRF Energy Minimization Framework. - Shervin Rahimzadeh Arashloo; Josef Kittler (EMMCVPR, 2009)

Making better biometric decisions with quality and cohort information: A case study in fingerprint verification. - Norman Poh; Amin Merati; Josef Kittler (EUSIPCO, 2009)

Concept learning for image and video retrieval: The inverse random under sampling approach. - Muhammad Atif Tahir; Josef Kittler; Fei Yan 001; Krystian Mikolajczyk (EUSIPCO, 2009)

Robust Statistical Estimation Applied to Automatic Lip Segmentation. - Budhaditya Goswami; William J. Christmas; Josef Kittler (IbPRIA, 2009)

Face Video Competition. - Norman Poh; Chi-Ho Chan; Josef Kittler; Sébastien Marcel; Christopher McCool; Enrique Argones-Rúa; José Luis Alba-Castro; Mauricio Villegas; Roberto Paredes; Vitomir Struc; Nikola Pavesic; Albert Ali Salah; et al. (ICB, 2009)

A Biometric Menagerie Index for Characterising Template/Model-Specific Variation. - Norman Poh; Josef Kittler (ICB, 2009)

Challenges and Research Directions for Adaptive Biometric Recognition Systems. - Norman Poh; Rita Wong; Josef Kittler; Fabio Roli (ICB, 2009)

Face Recognition with LWIR Imagery Using Local Binary Patterns. - Heydi Mendez Vazquez; César San Martín; Josef Kittler; Yenisel Plasencia; Edel B. García Reyes (ICB, 2009)

(Multiscale) Local Phase Quantisation histogram discriminant analysis with score normalisation for robust face recognition. - Chi-Ho Chan; Josef Kittler; Norman Poh; Timo Ahonen; Matti Pietikäinen (ICCV Workshops, 2009)

Visual category recognition using Spectral Regression and Kernel Discriminant Analysis. - Muhammad Atif Tahir; Josef Kittler; Krystian Mikolajczyk; Fei Yan 001; Koen E. A. van de Sande; Theo Gevers (ICCV Workshops, 2009)

Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis. - Fei Yan 001; Josef Kittler; Krystian Mikolajczyk; Muhammad Atif Tahir (ICDM, 2009)

Face Verification Using Colour Kernels. - Fahimeh Salimi; Mohammad T. Sadeghi 001; Mohammad Shahram Moin; Josef Kittler (ICIAR, 2009)

A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling. - Muhammad Atif Tahir; Josef Kittler; Krystian Mikolajczyk; Fei Yan 001 (MCS, 2009)

Diversity-Based Classifier Selection for Adaptive Object Tracking. - Ingrid Visentini; Josef Kittler; Gian Luca Foresti (MCS, 2009)

The MediaMill TRECVID 2009 Semantic Video Search Engine. - Cees G. M. Snoek; Koen E. A. van de Sande; Ork de Rooij; Bouke Huurnink; Jasper R. R. Uijlings; M. van Liempt; Maarten de Rijke; Jan-Mark Geusebroek; Theo Gevers; Marcel Worring; Arnold W. M. Smeulders; Dennis C. Koelma; et al. (TRECVID, 2009)

Prototype selection based on sequential search. - José Arturo Olvera-López; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Josef Kittler (Intell. Data Anal., 2009)

A linear-complexity reparameterisation strategy for the hierarchical bootstrapping of capabilities within perception-action architectures. - Mikhail Shevchenko; David Windridge; Josef Kittler (Image Vis. Comput., 2009)

Designing a smart-card-based face verification system: empirical investigation. - Thirimachos Bourlai; Josef Kittler; Kieron Messer (Mach. Vis. Appl., 2009)

Influence of compression on 3D face recognition. - Lorenzo Granai; Jose Rafael Tena; Miroslav Hamouz; Josef Kittler (Pattern Recognit. Lett., 2009)

Benchmarking quality-dependent and cost-sensitive score-level multimodal biometric fusion algorithms. - Norman Poh; Thirimachos Bourlai; Josef Kittler; Lorène Allano; Fernando Alonso-Fernandez; Onkar Ambekar; John P. Baker; Bernadette Dorizzi; Omolara Fatukasi; Julian Fiérrez-Aguilar; Harald Ganster; Javier Ortega-Garcia; et al. (IEEE Trans. Inf. Forensics Secur., 2009)

Facial feature localization using graph matching with higher order statistical shape priors and global optimization. - Shervin Rahimzadeh Arashloo; Josef Kittler; William J. Christmas (BTAS, 2010)

Local Ordinal Contrast Pattern histograms for spatiotemporal, lip-based speaker authentication. - Budhaditya Goswami; Chi-Ho Chan; Josef Kittler; Bill Christmas (BTAS, 2010)

Extracting discriminative information from cohort models. - Amin Merati; Norman Poh; Josef Kittler (BTAS, 2010)

Interactive quality-driven feedback for biometric systems. - Rita Wong; Norman Poh; Josef Kittler; David M. Frohlich (BTAS, 2010)

On Combining Local DCT with Preprocessing Sequence for Face Recognition under Varying Lighting Conditions. - Heydi Mendez Vazquez; Josef Kittler; Chi-Ho Chan; Edel B. García Reyes (CIARP, 2010)

Group-specific score normalization for biometric systems. - Norman Poh; Josef Kittler; Ajita Rattani; Massimo Tistarelli (CVPR Workshops, 2010)

lp norm multiple kernel Fisher discriminant analysis for object and image categorisation. - Fei Yan 001; Krystian Mikolajczyk; Mark Barnard; Hongping Cai; Josef Kittler (CVPR, 2010)

Ball event recognition using hmm for automatic tennis annotation. - Ibrahim Almajai; Josef Kittler; Teofilo de Campos; William J. Christmas; Fei Yan 001; David Windridge; Aftab Khan 001 (ICIP, 2010)

Sparse representation of (Multiscale) histograms for face recognition robust to registration and illumination problems. - Chi-Ho Chan; Josef Kittler (ICIP, 2010)

Fusion of visible and synthesised near infrared information for face authentication. - Seyed Mohammad Mavadati; Mohammad T. Sadeghi 001; Josef Kittler (ICIP, 2010)

Multiple kernel learning and feature space denoising. - Fei Yan 001; Josef Kittler; Krystian Mikolajczyk (ICMLC, 2010)

Lattice-Based Anomaly Rectification for Sport Video Annotation. - Aftab Khan 001; David Windridge; Teofilo de Campos; Josef Kittler; William J. Christmas (ICPR, 2010)

On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. - Sébastien Marcel; Chris McCool; Pavel Matejka; Timo Ahonen; Jan Cernocký; Shayok Chakraborty; Vineeth Nallure Balasubramanian; Sethuraman Panchanathan; Chi-Ho Chan; Josef Kittler; Norman Poh; Benoit G. B. Fauve; et al. (ICPR Contests, 2010)

Model and Score Adaptation for Biometric Systems: Coping With Device Interoperability and Changing Acquisition Conditions. - Norman Poh; Josef Kittler; Sébastien Marcel; Driss Matrouf; Jean-François Bonastre (ICPR, 2010)

The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. - Muhammad Atif Tahir; Fei Yan 001; Mark Barnard; Muhammad Awais 001; Krystian Mikolajczyk; Josef Kittler (ICPR, 2010)

Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers. - Muhammad Atif Tahir; Josef Kittler; Krystian Mikolajczyk; Fei Yan 001 (MCS, 2010)

Combining Multiple Kernels by Augmenting the Kernel Matrix. - Fei Yan 001; Krystian Mikolajczyk; Josef Kittler; Muhammad Atif Tahir (MCS, 2010)

Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition. - Chi-Ho Chan; Josef Kittler; Muhammad Atif Tahir (SSPR/SPR, 2010)

A review of instance selection methods. - José Arturo Olvera-López; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; Josef Kittler (Artif. Intell. Rev., 2010)

Fusion of PCA-Based and LDA-Based Similarity Measures for Face Verification. - Mohammad T. Sadeghi 001; Masoumeh Samiei; Josef Kittler (EURASIP J. Adv. Signal Process., 2010)

On design and optimization of face verification systems that are smart-card based. - Thirimachos Bourlai; Josef Kittler; Kieron Messer (Mach. Vis. Appl., 2010)

The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). - Javier Ortega-Garcia; Julian Fiérrez; Fernando Alonso-Fernandez; Javier Galbally; Manuel R. Freire; Joaquin Gonzalez-Rodriguez; Carmen García-Mateo; José Luis Alba-Castro; Elisardo González-Agulla; Enrique Otero Muras; Sonia Garcia-Salicetti; Lorène Allano; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

A multimodal biometric test bed for quality-dependent, cost-sensitive and client-specific score-level fusion algorithms. - Norman Poh; Thirimachos Bourlai; Josef Kittler (Pattern Recognit., 2010)

An Evaluation of Video-to-Video Face Verification. - Norman Poh; Chi-Ho Chan; Josef Kittler; Sébastien Marcel; Chris McCool; Enrique Argones-Rúa; José Luis Alba-Castro; Mauricio Villegas; Roberto Paredes; Vitomir Struc; Nikola Pavesic; Albert Ali Salah; et al. (IEEE Trans. Inf. Forensics Secur., 2010)

On-line Learning of Mutually Orthogonal Subspaces for Face Recognition by Image Sets. - Tae-Kyun Kim 001; Josef Kittler; Roberto Cipolla (IEEE Trans. Image Process., 2010)

Quality-Based Score Normalization With Device Qualitative Information for Multimodal Biometric Fusion. - Norman Poh; Josef Kittler; Thirimachos Bourlai (IEEE Trans. Syst. Man Cybern. Part A, 2010)

Improved detection of ball hit events in a tennis game using multimodal information. - Qiang Huang 006; Stephen J. Cox; Fei Yan 001; Teofilo de Campos; David Windridge; Josef Kittler; William J. Christmas (AVSP, 2011)

Augmented Kernel Matrix vs Classifier Fusion for Object Recognition. - Muhammad Awais 001; Fei Yan 001; Krystian Mikolajczyk; Josef Kittler (BMVC, 2011)

Speaker authentication using video-based lip information. - Budhaditya Goswami; Chi-Ho Chan; Josef Kittler; William J. Christmas (ICASSP, 2011)

Heterogeneous information fusion: A novel fusion paradigm for biometric systems. - Norman Poh; Amin Merati; Josef Kittler (IJCB, 2011)

Transductive transfer learning for action recognition in tennis games. - Nazli FarajiDavar; Teofilo de Campos; Josef Kittler; Fei Yan 001 (ICCV Workshops, 2011)

Evaluation of face recognition system in heterogeneous environments (visible vs NIR). - Debaditya Goswami; Chi-Ho Chan; David Windridge; Josef Kittler (ICCV Workshops, 2011)

Face recognition using multi-scale local phase quantisation and Linear Regression Classifier. - Muhammad Atif Tahir; Chi-Ho Chan; Josef Kittler; Ahmed Bouridane (ICIP, 2011)

Two-Stage Augmented Kernel Matrix for Object Recognition. - Muhammad Awais 001; Fei Yan 001; Krystian Mikolajczyk; Josef Kittler (MCS, 2011)

Cohort Based Approach to Multiexpert Class Verification. - Josef Kittler; Norman Poh; Amin Merati (MCS, 2011)

Multiple Kernel Learning via Distance Metric Learning for Interactive Image Retrieval. - Fei Yan 001; Krystian Mikolajczyk; Josef Kittler (MCS, 2011)

Kernel-based Speaker Verification Using Spatiotemporal Lip Information. - Chi-Ho Chan; Budhaditya Goswami; Josef Kittler; William J. Christmas (MVA, 2011)

Novel Fusion Methods for Pattern Recognition. - Muhammad Awais 001; Fei Yan 001; Krystian Mikolajczyk; Josef Kittler (ECML/PKDD (1), 2011)

A Comparative Study of Different Classifier Selection and Fusion Algorithms in a Multimodal Identity Verification System. - Vahid Sedighi; Mohammad T. Sadeghi 001; Josef Kittler (VISAPP, 2011)

An evaluation of bags-of-words and spatio-temporal shapes for action recognition. - Teofilo de Campos; Mark Barnard; Krystian Mikolajczyk; Josef Kittler; Fei Yan 001; William J. Christmas; David Windridge (WACV, 2011)

Pose-invariant face recognition by matching on multi-resolution MRFs linked by supercoupling transform. - Shervin Rahimzadeh Arashloo; Josef Kittler; William J. Christmas (Comput. Vis. Image Underst., 2011)

Incremental Linear Discriminant Analysis Using Sufficient Spanning Sets and Its Applications. - Tae-Kyun Kim 001; Björn Stenger; Josef Kittler; Roberto Cipolla (Int. J. Comput. Vis., 2011)

Energy Normalization for Pose-Invariant Face Recognition Based on MRF Model Image Matching. - Shervin Rahimzadeh Arashloo; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Resolution-Aware 3D Morphable Model. - Guosheng Hu; Chi-Ho Chan; Josef Kittler; Bill Christmas (BMVC, 2012)

A dictionary learning approach to tracking. - Mark Barnard; Wenwu Wang 001; Josef Kittler; Syed Mohsen Naqvi; Jonathon A. Chambers (ICASSP, 2012)

3D morphable model fitting for low-resolution facial images. - Pouria Mortazavian; Josef Kittler; William J. Christmas (ICB, 2012)

Blur kernel estimation to improve recognition of blurred faces. - Chi-Ho Chan; Josef Kittler (ICIP, 2012)

Bi-Modal Person Recognition on a Mobile Phone: Using Mobile Phone Data. - Christopher McCool; Sébastien Marcel; Abdenour Hadid; Matti Pietikäinen; Pavel Matejka; Jan Cernocký; Norman Poh; Josef Kittler; Anthony Larcher; Christophe Lévy; Driss Matrouf; Jean-François Bonastre; et al. (ICME Workshops, 2012)

Automatic face annotation by multilinear AAM with Missing Values. - Zhenhua Feng 001; Josef Kittler; William J. Christmas; Xiaojun Wu 001; Sebastian Pfeiffer (ICPR, 2012)

An intrinsic coordinate system for 3D face registration. - W. P. Koppen; Chi-Ho Chan; William J. Christmas; Josef Kittler (ICPR, 2012)

A discriminative parametric approach to video-based score-level fusion for biometric authentication. - Norman Poh; Josef Kittler; Fuad M. Alkoot (ICPR, 2012)

Texture and shape in fluorescence pattern identification for auto-immune disease diagnosis. - Violet Snell; William J. Christmas; Josef Kittler (ICPR, 2012)

Automatic annotation of court games with structured output learning. - Fei Yan 001; Josef Kittler; Krystian Mikolajczyk; David Windridge (ICPR, 2012)

Multi-modal region selection approach for training object detectors. - Elisavet Chatzilari; Spiros Nikolopoulos; Yiannis Kompatsiaris; Josef Kittler (ICMR, 2012)

Non-Sparse Multiple Kernel Fisher Discriminant Analysis. - Fei Yan 001; Josef Kittler; Krystian Mikolajczyk; Muhammad Atif Tahir (J. Mach. Learn. Res., 2012)

A Unified Framework for Biometric Expert Fusion Incorporating Quality Measures. - Norman Poh; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Inverse random under sampling for class imbalance problem and its application to multi-label classification. - Muhammad Atif Tahir; Josef Kittler; Fei Yan 001 (Pattern Recognit., 2012)

Multilabel classification using heterogeneous ensemble of multi-label classifiers. - Muhammad Atif Tahir; Josef Kittler; Ahmed Bouridane (Pattern Recognit. Lett., 2012)

Differential Edit Distance: A Metric for Scene Segmentation Evaluation. - Panagiotis Sidiropoulos; Vasileios Mezaris; Ioannis Kompatsiaris; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2012)

User-Specific Cohort Selection and Score Normalization for Biometric Systems. - Amin Merati; Norman Poh; Josef Kittler (IEEE Trans. Inf. Forensics Secur., 2012)

Anomaly Detection and Knowledge Transfer in Automatic Sports Video Annotation. - Ibrahim Almajai; Fei Yan 001; Teofilo de Campos; Aftab Khan 001; William J. Christmas; David Windridge; Josef Kittler (Detection and Identification of Rare Audiovisual Cues, 2012)

Efficient processing of MRFs for unconstrained-pose face recognition. - Shervin Rahimzadeh Arashloo; Josef Kittler (BTAS, 2013)

Adaptive particle filtering approach to audio-visual tracking. - Volkan Kilic; Mark Barnard; Wenwu Wang 001; Josef Kittler (EUSIPCO, 2013)

Audio-visual face detection for tracking in a meeting room environment. - Mark Barnard; Wenwu Wang 001; Josef Kittler; Syed Mohsen Naqvi; Jonathon A. Chambers (FUSION, 2013)

Audio head pose estimation using the direct to reverberant speech ratio. - Mark Barnard; Wenwu Wang 001; Josef Kittler (ICASSP, 2013)

Audio constrained particle filter based visual tracking. - Volkan Kilic; Mark Barnard; Wenwu Wang 001; Josef Kittler (ICASSP, 2013)

A facial symmetry prior for improved illumination fitting of 3D morphable model. - Guosheng Hu; Pouria Mortazavian; Josef Kittler; William J. Christmas (ICB, 2013)

Feature Level Multiple Model Fusion Using Multilinear Subspace Analysis with Incomplete Training Set and Its Application to Face Image Analysis. - Zhenhua Feng 001; Josef Kittler; William J. Christmas; Xiaojun Wu 001 (MCS, 2013)

Dimensionality Reduction Using Stacked Kernel Discriminant Analysis for Multi-label Classification. - Muhammad Atif Tahir; Ahmed Bouridane; Josef Kittler (MCS, 2013)

ECOC Matrix Pruning Using Accuracy Information. - Cemre Zor; Terry Windeatt; Josef Kittler (MCS, 2013)

ECOC pruning using accuracy, diversity and Hamming distance information. - Cemre Zor; Terry Windeatt; Josef Kittler (SIU, 2013)

Image Understanding - Introduction to the Special Theme. - Michal Haindl; Josef Kittler (ERCIM News, 2013)

Photometric Normalization for Face Recognition using Local discrete cosine Transform. - Heydi Mendez Vazquez; Josef Kittler; Chi-Ho Chan; Edel B. García Reyes (Int. J. Pattern Recognit. Artif. Intell., 2013)

Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors. - Chi-Ho Chan; Muhammad Atif Tahir; Josef Kittler; Matti Pietikäinen (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

A user-specific and selective multimodal biometric fusion strategy by ranking subjects. - Norman Poh; Arun Ross; Weifeng Lee; Josef Kittler (Pattern Recognit., 2013)

A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression. - Muhammad Atif Tahir; Fei Yan 001; Peter Koniusz; Muhammad Awais 001; Mark Barnard; Krystian Mikolajczyk; Ahmed Bouridane; Josef Kittler (IEEE Trans. Multim., 2013)

Source Separation of Convolutive and Noisy Mixtures Using Audio-Visual Dictionary Learning and Probabilistic Time-Frequency Masking. - Qingju Liu; Wenwu Wang 001; Philip J. B. Jackson; Mark Barnard; Josef Kittler; Jonathon A. Chambers (IEEE Trans. Signal Process., 2013)

State-of-the-Art LBP Descriptor for Face Recognition. - Chi-Ho Chan; Josef Kittler; Norman Poh (Local Binary Patterns, 2013)

Transductive Transfer Machine. - Nazli FarajiDavar; Teofilo de Campos; Josef Kittler (ACCV (3), 2014)

Adaptive Transductive Transfer Machine. - Nazli FarajiDavar; Teófilo Emídio de Campos; Josef Kittler (BMVC, 2014)

Handling session mismatch by fusion-based co-training: An empirical study using face and speech multimodal biometrics. - Norman Poh; Josef Kittler; Ajita Rattani (CIBIM, 2014)

Audio-visual tracking of a variable number of speakers with a random finite set approach. - Volkan Kilic; Xionghu Zhong; Mark Barnard; Wenwu Wang 001; Josef Kittler (FUSION, 2014)

Robust face recognition by an albedo based 3D morphable model. - Guosheng Hu; Chi-Ho Chan; Fei Yan 001; William J. Christmas; Josef Kittler (IJCB, 2014)

How many more images do we need? Performance prediction of bootstrapping for image classification. - Elisavet Chatzilari; Spiros Nikolopoulos; Yiannis Kompatsiaris; Josef Kittler (ICIP, 2014)

Classifier Incongruence Detection for Anomaly Flagging in Machine Perception. - Josef Kittler (ICPRAM, 2014)

Fusion of Tracking Techniques to Enhance Adaptive Real-time Tracking of Arbitrary Objects. - Peter Poschmann; Patrik Huber 001; Matthias Rätsch; Josef Kittler; Hans-Joachim Böhme (IHCI, 2014)

Towards modelling visual ambiguity for visual object detection. - Elisavet Chatzilari; Spiros Nikolopoulos; Yiannis Kompatsiaris; Josef Kittler (I-KNOW, 2014)

On detection of novel categories and subcategories of images using incongruence. - Dalia Coppi; Teofilo de Campos; Fei Yan 001; Josef Kittler; Rita Cucchiara (ICMR, 2014)

Active Learning in Social Context for Image Classification. - Elisavet Chatzilari; Spiros Nikolopoulos; Yiannis Kompatsiaris; Josef Kittler (VISAPP (2), 2014)

Automatic annotation of tennis games: An integration of audio, vision, and learning. - Fei Yan 001; Josef Kittler; David Windridge; William J. Christmas; Krystian Mikolajczyk; Stephen J. Cox; Qiang Huang 006 (Image Vis. Comput., 2014)

Domain Anomaly Detection in Machine Perception: A System Architecture and Taxonomy. - Josef Kittler; William J. Christmas; Teofilo de Campos; David Windridge; Fei Yan 001; John Illingworth; Magda Osman (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Corrigendum to "A user-specific and selective multimodal biometric fusion strategy by ranking subjects" [Pattern Recognition 46 (2013) 3341-3357]. - Norman Poh; Arun Ross; Weifeng Li 001; Josef Kittler (Pattern Recognit., 2014)

HEp-2 fluorescence pattern classification. - Violet Snell; William J. Christmas; Josef Kittler (Pattern Recognit., 2014)

Fast pose invariant face recognition using super coupled multiresolution Markov Random Fields on a GPU. - Shervin Rahimzadeh Arashloo; Josef Kittler (Pattern Recognit. Lett., 2014)

Celebrating the life and work of Maria Petrou. - Edwin R. Hancock; Josef Kittler (Pattern Recognit. Lett., 2014)

Multilevel Chinese Takeaway Process and Label-Based Processes for Rule Induction in the Context of Automated Sports Video Annotation. - Aftab Khan 001; David Windridge; Josef Kittler (IEEE Trans. Cybern., 2014)

Class-Specific Kernel Fusion of Multiple Descriptors for Face Verification Using Multiscale Binarised Statistical Image Features. - Shervin Rahimzadeh Arashloo; Josef Kittler (IEEE Trans. Inf. Forensics Secur., 2014)

Dynamic Texture Recognition Using Multiscale Binarized Statistical Image Features. - Shervin Rahimzadeh Arashloo; Josef Kittler (IEEE Trans. Multim., 2014)

Robust Multi-Speaker Tracking via Dictionary Learning and Identity Modeling. - Mark Barnard; Peter Koniusz; Wenwu Wang 001; Josef Kittler; Syed Mohsen Naqvi; Jonathon A. Chambers (IEEE Trans. Multim., 2014)

Report on the FG 2015 Video Person Recognition Evaluation. - J. Ross Beveridge; Hao Zhang 013; Bruce A. Draper; Patrick J. Flynn; Zhenhua Feng 001; Patrik Huber 001; Josef Kittler; Zhiwu Huang; Shaoxin Li 001; Yan Li 014; Meina Kan; Ruiping Wang 001; et al. (FG, 2015)

Grid structured morphological pattern spectrum for off-line signature verification. - B. H. Shekar; R. K. Bharathi; Josef Kittler; Yury Vizilter; Leonid M. Mestetskiy (ICB, 2015)

When Face Recognition Meets with Deep Learning: An Evaluation of Convolutional Neural Networks for Face Recognition. - Guosheng Hu; Yongxin Yang; Dong Yi; Josef Kittler; William J. Christmas; Stan Z. Li; Timothy M. Hospedales (ICCV Workshops, 2015)

Fitting 3D Morphable Face Models using local features. - Patrik Huber 001; Zhenhua Feng 001; William J. Christmas; Josef Kittler; Matthias Rätsch (ICIP, 2015)

Audio informed visual speaker tracking with SMC-PHD filter. - Volkan Kilic; Mark Barnard; Wenwu Wang 001; Adrian Hilton 001; Josef Kittler (ICME, 2015)

An unification of Inner Distance Shape Context and Local Binary Pattern for Shape Representation and Classification. - B. H. Shekar; Bharathi Pilar; Josef Kittler (PerMIn, 2015)

Fitting 3D Morphable Models using Local Features. - Patrik Huber 001; Zhenhua Feng 001; William J. Christmas; Josef Kittler; Matthias Rätsch (CoRR, 2015)

A Novel Markov Logic Rule Induction Strategy for Characterizing Sports Video Footage. - David Windridge; Josef Kittler; Fei Yan 001; William J. Christmas; Aftab Khan 001 (IEEE Multim., 2015)

Algorithm to estimate biometric performance change over time. - Norman Poh; Josef Kittler; Chi-Ho Chan; Medha Pandit (IET Biom., 2015)

Assessment of algorithms for mitosis detection in breast cancer histopathology images. - Mitko Veta; Paul J. van Diest; Stefan M. Willems; Haibo Wang; Anant Madabhushi; Angel Cruz-Roa; Fabio A. González 001; Anders Boesen Lindbo Larsen; Jacob S. Vestergaard; Anders B. Dahl; Dan C. Ciresan; Jürgen Schmidhuber; et al. (Medical Image Anal., 2015)

Full ranking as local descriptor for visual recognition: A comparison of distance metrics on sn. - Chi-Ho Chan; Fei Yan 001; Josef Kittler; Krystian Mikolajczyk (Pattern Recognit., 2015)

Random Cascaded-Regression Copse for Robust Facial Landmark Detection. - Zhenhua Feng 001; Patrik Huber 001; Josef Kittler; William J. Christmas; Xiaojun Wu 001 (IEEE Signal Process. Lett., 2015)

Face Spoofing Detection Based on Multiple Descriptor Fusion Using Multiscale Dynamic Binarized Statistical Image Features. - Shervin Rahimzadeh Arashloo; Josef Kittler; William J. Christmas (IEEE Trans. Inf. Forensics Secur., 2015)

Cascaded Collaborative Regression for Robust Facial Landmark Detection Trained Using a Mixture of Synthetic and Real Images With Dynamic Weighting. - Zhenhua Feng 001; Guosheng Hu; Josef Kittler; William J. Christmas; Xiaojun Wu 001 (IEEE Trans. Image Process., 2015)

Audio Assisted Robust Visual Tracking With Adaptive Particle Filtering. - Volkan Kilic; Mark Barnard; Wenwu Wang 001; Josef Kittler (IEEE Trans. Multim., 2015)

3D Morphable Face Models and Their Applications. - Josef Kittler; Patrik Huber 001; Zhenhua Feng 001; Guosheng Hu; William J. Christmas (AMDO, 2016)

Face Recognition Using a Unified 3D Morphable Model. - Guosheng Hu; Fei Yan 001; Chi-Ho Chan; Weihong Deng; William J. Christmas; Josef Kittler; Neil Martin Robertson (ECCV (8), 2016)

Extending non-negative matrix factorisation to 3D registered data. - Willem P. Koppen; William J. Christmas; D. J. M. Crouch; Walter F. Bodmer; Josef Kittler (ICB, 2016)

Generating commentaries for tennis videos. - Fei Yan 001; Krystian Mikolajczyk; Josef Kittler (ICPR, 2016)

BeamECOC: A local search for the optimization of the ECOC matrix. - Cemre Zor; Berrin A. Yanikoglu; Erinc Merdivan; Terry Windeatt; Josef Kittler; Ethem Alpaydin (ICPR, 2016)

Real-time 3D face super-resolution from monocular in-the-wild videos. - Patrik Huber 001; William J. Christmas; Adrian Hilton 001; Josef Kittler; Matthias Rätsch (SIGGRAPH Posters, 2016)

A Multiresolution 3D Morphable Face Model and Fitting Framework. - Patrik Huber 001; Guosheng Hu; Jose Rafael Tena; Pouria Mortazavian; Willem P. Koppen; William J. Christmas; Matthias Rätsch; Josef Kittler (VISIGRAPP (4: VISAPP), 2016)

A Unified Tensor-based Active Appearance Face Model. - Zhenhua Feng 001; Josef Kittler; William J. Christmas; Xiaojun Wu 001 (CoRR, 2016)

3D Face Tracking and Texture Fusion in the Wild. - Patrik Huber 001; Philipp Kopp; Matthias Rätsch; William J. Christmas; Josef Kittler (CoRR, 2016)

Dictionary Integration using 3D Morphable Face Models for Pose-invariant Collaborative-representation-based Classification. - Xiaoning Song; Zhenhua Feng 001; Guosheng Hu; Josef Kittler; William J. Christmas; Xiaojun Wu 001 (CoRR, 2016)

Multi-label classification using stacked spectral kernel discriminant analysis. - Muhammad Atif Tahir; Josef Kittler; Ahmed Bouridane (Neurocomputing, 2016)

SALIC: Social Active Learning for Image Classification. - Elisavet Chatzilari; Spiros Nikolopoulos; Yiannis Kompatsiaris; Josef Kittler (IEEE Trans. Multim., 2016)

Mean-Shift and Sparse Sampling-Based SMC-PHD Filtering for Audio Informed Visual Speaker Tracking. - Volkan Kilic; Mark Barnard; Wenwu Wang 001; Adrian Hilton 001; Josef Kittler (IEEE Trans. Multim., 2016)

Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild. - Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001; Patrik Huber 001; Xiaojun Wu 001 (CVPR Workshops, 2017)

Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting. - Zhenhua Feng 001; Josef Kittler; William J. Christmas; Patrik Huber 001; Xiaojun Wu 001 (CVPR, 2017)

Optical-flow features empirical mode decomposition for motion anomaly detection. - Moacir Ponti; Tiago S. Nazaré; Josef Kittler (ICASSP, 2017)

Maritime anomaly detection in ferry tracks. - Cemre Zor; Josef Kittler (ICASSP, 2017)

An anomaly detection approach to face spoofing detection: A new formulation and evaluation protocol. - Shervin Rahimzadeh Arashloo; Josef Kittler (IJCB, 2017)

Unconstrained Face Detection and Open-Set Face Recognition Challenge. - Manuel Günther; Peiyun Hu; Christian Herrmann 001; Chi-Ho Chan; Min Jiang 003; Shufan Yang; Akshay Raj Dhamija; Deva Ramanan; Jürgen Beyerer; Josef Kittler; Mohamad Al Jazaery; Mohammad Iqbal Nouyed; et al. (IJCB, 2017)

3D Morphable Models as Spatial Transformer Networks. - Anil Bas; Patrik Huber 001; William A. P. Smith; Muhammad Awais 001; Josef Kittler (ICCV Workshops, 2017)

An Anomaly Detection Approach to Face Spoofing Detection: A New Formulation and Evaluation Protocol. - Shervin Rahimzadeh Arashloo; Josef Kittler; William J. Christmas (IEEE Access, 2017)

Unconstrained Face Detection and Open-Set Face Recognition Challenge. - Manuel Günther; Peiyun Hu; Christian Herrmann 001; Chi-Ho Chan; Min Jiang 003; Shufan Yang; Akshay Raj Dhamija; Deva Ramanan; Jürgen Beyerer; Josef Kittler; Mohamad Al Jazaery; Mohammad Iqbal Nouyed; et al. (CoRR, 2017)

Efficient 3D morphable face model fitting. - Guosheng Hu; Fei Yan 001; Josef Kittler; William J. Christmas; Chi-Ho Chan; Zhenhua Feng 001; Patrik Huber 001 (Pattern Recognit., 2017)

A decision cognizant Kullback-Leibler divergence. - Moacir Ponti; Josef Kittler; Mateus Riva; Teófilo Emídio de Campos; Cemre Zor (Pattern Recognit., 2017)

Special section: CIARP 2015. - Alvaro Pardo; Josef Kittler (Pattern Recognit. Lett., 2017)

Real-Time 3D Face Fitting and Texture Fusion on In-the-Wild Videos. - Patrik Huber 001; Philipp Kopp; William J. Christmas; Matthias Rätsch; Josef Kittler (IEEE Signal Process. Lett., 2017)

Adaptive Transductive Transfer Machines: A Pipeline for Unsupervised Domain Adaptation. - Nazli FarajiDavar; Teofilo de Campos; Josef Kittler (Domain Adaptation in Computer Vision Applications, 2017)

Robust Pedestrian Detection for Semi-automatic Construction of a Crowded Person Re-Identification Dataset. - Zengxi Huang; Zhenhua Feng 001; Fei Yan 001; Josef Kittler; Xiao-Jun Wu 001 (AMDO, 2018)

Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks. - Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001; Patrik Huber 001; Xiao-Jun Wu 001 (CVPR, 2018)

Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model. - Baris Gecer; Binod Bhattarai; Josef Kittler; Tae-Kyun Kim 001 (ECCV (11), 2018)

The Sixth Visual Object Tracking VOT2018 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin Zajc; Tomás Vojír; Goutam Bhat; Alan Lukezic; Abdelrahman Eldesokey; Gustavo Fernández; Álvaro García-Martín; et al. (ECCV Workshops (1), 2018)

Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. - Zhenhua Feng 001; Patrik Huber 001; Josef Kittler; Peter J. B. Hancock; Xiao-Jun Wu 001; Qijun Zhao; Paul Koppen; Matthias Rätsch (FG, 2018)

Intelligent Signal Processing Mechanisms for Nuanced Anomaly Detection in Action Audio-Visual Data Streams. - Josef Kittler; Ioannis Kaloskampis; Cemre Zor; Yang Xu; Yulia Hicks; Wenwu Wang 001 (ICASSP, 2018)

Conformal Mapping of a 3D Face Representation onto a 2D Image for CNN Based Face Recognition. - Josef Kittler; Paul Koppen; Philipp Kopp; Patrik Huber 001; Matthias Rätsch (ICB, 2018)

Riemannian kernel based Nyström method for approximate infinite-dimensional covariance descriptors with application to image set classification. - Kai-Xuan Chen 001; Xiao-Jun Wu 001; Rui Wang 050; Josef Kittler (ICPR, 2018)

Infrared and Visible Image Fusion using a Deep Learning Framework. - Hui Li 037; Xiao-Jun Wu 001; Josef Kittler (ICPR, 2018)

Multiple Manifolds Metric Learning with Application to Image Set Classification. - Rui Wang 050; Xiao-Jun Wu 001; Kai-Xuan Chen 001; Josef Kittler (ICPR, 2018)

Non-negative Subspace Representation Learning Scheme for Correlation Filter Based Tracking. - Tianyang Xu; Xiao-Jun Wu 001; Josef Kittler (ICPR, 2018)

Person Re-Identification with Vision and Language. - Fei Yan 001; Josef Kittler; Krystian Mikolajczyk (ICPR, 2018)

Semi-supervised Hashing for Semi-Paired Cross-View Retrieval. - Jun Yu 011; Xiao-Jun Wu 001; Josef Kittler (ICPR, 2018)

Improve the Spoofing Resistance of Multimodal Verification with Representation-Based Measures. - Zengxi Huang; Zhenhua Feng 001; Josef Kittler; Yiguang Liu (PRCV (3), 2018)

Robust Low-Rank Recovery with a Distance-Measure Structure for Face Recognition. - Zhe Chen 018; Xiaojun Wu 001; He-Feng Yin; Josef Kittler (PRICAI, 2018)

L1-(2D)2PCANet: A Deep Learning Network for Face Recognition. - Yunkun Li; Xiaojun Wu 001; Josef Kittler (CoRR, 2018)

Grassmannian Discriminant Maps (GDM) for Manifold Dimensionality Reduction with Application to Image Set Classification. - Rui Wang 050; Xiao-Jun Wu 001; Kai-Xuan Chen 001; Josef Kittler (CoRR, 2018)

Client-Specific Anomaly Detection for Face Presentation Attack Detection. - Shervin Rahimzadeh Arashloo; Josef Kittler (CoRR, 2018)

One-Class Kernel Spectral Regression for Outlier Detection. - Shervin Rahimzadeh Arashloo; Josef Kittler (CoRR, 2018)

Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking. - Tianyang Xu; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2018)

Learning Discriminative Hashing Codes for Cross-Modal Retrieval based on Multiorder Statistical Features. - Jun Yu 011; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2018)

Landmark Weighting for 3DMM Shape Fitting. - Yu Yanga; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2018)

Pose Invariant 3D Face Reconstruction. - Lei Jiang; Xiaojun Wu 001; Josef Kittler (CoRR, 2018)

Error sensitivity analysis of Delta divergence - a novel measure for classifier incongruence detection. - Josef Kittler; Cemre Zor; Ioannis Kaloskampis; Yulia Hicks; Wenwu Wang 001 (Pattern Recognit., 2018)

Gaussian mixture 3D morphable face model. - Willem P. Koppen; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001; William J. Christmas; Xiaojun Wu 001; He-Feng Yin (Pattern Recognit., 2018)

Articulated motion and deformable objects. - Jun Wan 001; Sergio Escalera; Francisco José Perales López; Josef Kittler (Pattern Recognit., 2018)

Dictionary Integration Using 3D Morphable Face Models for Pose-Invariant Collaborative-Representation-Based Classification. - Xiaoning Song; Zhenhua Feng 001; Guosheng Hu; Josef Kittler; Xiao-Jun Wu 001 (IEEE Trans. Inf. Forensics Secur., 2018)

Spoofing Attack Detection by Anomaly Detection. - Soroush Fatemifar; Shervin Rahimzadeh Arashloo; Muhammad Awais 001; Josef Kittler (ICASSP, 2019)

Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection. - Cemre Zor; Muhammad Awais 001; Josef Kittler; Miroslaw Bober; Sameed Husain; Qiuqiang Kong; Christian Kroos (ICASSP, 2019)

Combining Multiple one-class Classifiers for Anomaly based Face Spoofing Attack Detection. - Soroush Fatemifar; Muhammad Awais 001; Shervin Rahimzadeh Arashloo; Josef Kittler (ICB, 2019)

Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking. - Tianyang Xu; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (ICCV, 2019)

More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework Based Kernel Matrix Representation. - Kai-Xuan Chen 001; Xiao-Jun Wu 001; Jie-Yi Ren; Rui Wang 050; Josef Kittler (ICCV Workshops, 2019)

VisDrone-SOT2019: The Vision Meets Drone Single Object Tracking Challenge Results. - Dawei Du; Yue Zhang 011; Liefeng Bo; Hailin Shi; Rui Zhu 005; Bo Han 003; Chunhui Zhang 001; Guizhong Liu; Han Wu; Hao Wen; Haoran Wang 008; Pengfei Zhu 001; et al. (ICCV Workshops, 2019)

Dual Attention MobDenseNet(DAMDNet) for Robust 3D Face Alignment. - Lei Jiang; Xiao-Jun Wu 001; Josef Kittler (ICCV Workshops, 2019)

The Seventh Visual Object Tracking VOT2019 Challenge Results. - Matej Kristan; Amanda Berg; Linyu Zheng; Litu Rout; Luc Van Gool; Luca Bertinetto; Martin Danelljan; Matteo Dunnhofer; Meng Ni; Min Young Kim 003; Ming Tang 001; Ming-Hsuan Yang 001; et al. (ICCV Workshops, 2019)

Spatial Residual Layer and Dense Connection Block Enhanced Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition. - Cong Wu 006; Xiao-Jun Wu 001; Josef Kittler (ICCV Workshops, 2019)

Non-negative Representation Based Discriminative Dictionary Learning for Face Recognition. - Zhe Chen 018; Xiao-Jun Wu 001; Josef Kittler (ICIG (1), 2019)

Robust 3D Face Alignment with Efficient Fully Convolutional Neural Networks. - Lei Jiang; Xiao-Jun Wu 001; Josef Kittler (ICIG (2), 2019)

Low-Rank Discriminative Least Squares Regression for Image Classification. - Zhe Chen 018; Xiao-Jun Wu 001; He-Feng Yin; Josef Kittler (CoRR, 2019)

Fisher Discriminative Least Square Regression with Self-Adaptive Weighting for Face Recognition. - Zhe Chen 018; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2019)

Transition Subspace Learning based Least Squares Regression for Image Classification. - Zhe Chen 018; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2019)

Multi-Task Kernel Null-Space for One-Class Classification. - Shervin Rahimzadeh Arashloo; Josef Kittler (CoRR, 2019)

Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning. - Rui Wang 050; Xiaojun Wu 001; Josef Kittler (CoRR, 2019)

Face Recognition via Locality Constrained Low Rank Representation and Dictionary Learning. - He-Feng Yin; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2019)

Adaptive Distraction Context Aware Tracking Based on Correlation Filter. - Fei Feng; Xiao-Jun Wu 001; Tianyang Xu; Josef Kittler; Xuefeng Zhu 003 (CoRR, 2019)

Discriminative Supervised Hashing for Cross-Modal Similarity Search. - Jun Yu 011; Xiao-Jun Wu 001; Josef Kittler (Image Vis. Comput., 2019)

Pose-invariant three-dimensional face reconstruction. - Lei Jiang; Xiao-Jun Wu 001; Josef Kittler (J. Electronic Imaging, 2019)

L1-2D2PCANet: a deep learning network for face recognition. - Yunkun Li; Xiao-Jun Wu 001; Josef Kittler (J. Electronic Imaging, 2019)

Sparse subspace clustering via nonconvex approximation. - Wenhua Dong; Xiao-Jun Wu 001; Josef Kittler; He-Feng Yin (Pattern Anal. Appl., 2019)

A sparse regularized nuclear norm based matrix regression for face recognition with contiguous occlusion. - Zhe Chen 018; Xiao-Jun Wu 001; Josef Kittler (Pattern Recognit. Lett., 2019)

Sparse subspace clustering via smoothed ℓp minimization. - Wenhua Dong; Xiao-Jun Wu 001; Josef Kittler (Pattern Recognit. Lett., 2019)

Mining Hard Augmented Samples for Robust Facial Landmark Localization With CNNs. - Zhenhua Feng 001; Josef Kittler; Xiao-Jun Wu 001 (IEEE Signal Process. Lett., 2019)

Semi-Supervised Learning Based on GAN With Mean and Variance Feature Matching. - Cong Hu; Xiao-Jun Wu 001; Josef Kittler (IEEE Trans. Cogn. Dev. Syst., 2019)

Delta Divergence: A Novel Decision Cognizant Measure of Classifier Incongruence. - Josef Kittler; Cemre Zor (IEEE Trans. Cybern., 2019)

Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Object Tracking. - Tianyang Xu; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (IEEE Trans. Image Process., 2019)

The Eighth Visual Object Tracking VOT2020 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Joni-Kristian Kämäräinen; Martin Danelljan; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Linbo He; Yushan Zhang; et al. (ECCV Workshops (5), 2020)

Sensitivity of Age Estimation Systems to Demographic Factors and Image Quality: Achievements and Challenges. - Ali Akbari 003; Muhammad Awais 001; Josef Kittler (IJCB, 2020)

Cross Modal Person Re-identification with Visual-Textual Queries. - Ammarah Farooq; Muhammad Awais 001; Josef Kittler; Ali Akbari 003; Syed Safwan Khalid (IJCB, 2020)

A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing Detection. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari 003; Josef Kittler (ICIP, 2020)

A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation. - Ali Akbari 003; Muhammad Awais 001; Zhenhua Feng 001; Ammarah Farooq; Josef Kittler (ICPR, 2020)

Angular Sparsemax for Face Recognition. - Chi-Ho Chan; Josef Kittler (ICPR, 2020)

Subspace Clustering via Joint Unsupervised Feature Selection. - Wenhua Dong; Xiao-Jun Wu 001; Hui Li 037; Zhenhua Feng 001; Josef Kittler (ICPR, 2020)

Adaptive Context-Aware Discriminative Correlation Filters for Robust Visual Object Tracking. - Tianyang Xu; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (ICPR, 2020)

Fast Discrete Cross-Modal Hashing Based on Label Relaxation and Matrix Factorization. - Donglin Zhang 001; Xiao-Jun Wu 001; Zhen Liu 015; Jun Yu 011; Josef Kittler (ICPR, 2020)

Skin Lesion Diagnosis with Imbalanced ECOC Ensembles. - Sara Atito Ali Ahmed; Berrin A. Yanikoglu; Cemre Zor; Muhammad Awais 001; Josef Kittler (LOD (2), 2020)

Texture-based 3D Face Recognition using Deep Neural Networks for Unconstrained Human-machine Interaction. - Michael Danner; Patrik Huber 001; Muhammad Awais 001; Zhenhua Feng 001; Josef Kittler; Matthias Rätsch (VISIGRAPP (5: VISAPP), 2020)

Dual Encoder-Decoder Based Generative Adversarial Networks for Disentangled Facial Representation Learning. - Cong Hu; Zhenhua Feng 001; Xiaojun Wu 001; Josef Kittler (IEEE Access, 2020)

A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions. - Ammarah Farooq; Muhammad Awais 001; Fei Yan 001; Josef Kittler; Ali Akbari 003; Syed Safwan Khalid (CoRR, 2020)

AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking. - Tianyang Xu; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2020)

Affine Non-negative Collaborative Representation Based Pattern Classification. - He-Feng Yin; Xiao-Jun Wu 001; Zhenhua Feng 001; Josef Kittler (CoRR, 2020)

ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles. - Sara Atito Ali Ahmed; Cemre Zor; Berrin A. Yanikoglu; Muhammad Awais 001; Josef Kittler (CoRR, 2020)

Rectified Wing Loss for Efficient and Robust Facial Landmark Localisation with Convolutional Neural Networks. - Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001; Xiao-Jun Wu 001 (Int. J. Comput. Vis., 2020)

Exploiting Deep Learning in Limited-Fronthaul Cell-Free Massive MIMO Uplink. - Manijeh Bashar; Ali Akbari 003; Kanapathippillai Cumanan; Hien Quoc Ngo; Alister G. Burr; Pei Xiao 001; Mérouane Debbah; Josef Kittler (IEEE J. Sel. Areas Commun., 2020)

Self-grouping convolutional neural networks. - Qingbei Guo; Xiao-Jun Wu 001; Josef Kittler; Zhiquan Feng (Neural Networks, 2020)

Learning image features with fewer labels using a semi-supervised deep convolutional network. - Fernando Pereira dos Santos; Cemre Zor; Josef Kittler; Moacir A. Ponti (Neural Networks, 2020)

Learning a representation with the block-diagonal structure for pattern classification. - He-Feng Yin; Xiao-Jun Wu 001; Josef Kittler; Zhenhua Feng 001 (Pattern Anal. Appl., 2020)

Learning discriminative hashing codes for cross-modal retrieval based on multi-view features. - Jun Yu 011; Xiao-Jun Wu 001; Josef Kittler (Pattern Anal. Appl., 2020)

Covariance descriptors on a Gaussian manifold and their application to image set classification. - Kai-Xuan Chen 001; Jie-Yi Ren; Xiao-Jun Wu 001; Josef Kittler (Pattern Recognit., 2020)

Noise-robust dictionary learning with slack block-Diagonal structure for face recognition. - Zhe Chen 018; Xiao-Jun Wu 001; He-Feng Yin; Josef Kittler (Pattern Recognit., 2020)

An accelerated correlation filter tracker. - Tianyang Xu; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (Pattern Recognit., 2020)

Discriminative block-diagonal covariance descriptors for image set classification. - Jieyi Ren; Xiao-Jun Wu 001; Josef Kittler (Pattern Recognit. Lett., 2020)

Low-rank discriminative least squares regression for image classification. - Zhe Chen 018; Xiao-Jun Wu 001; Josef Kittler (Signal Process., 2020)

Resolution Invariant Face Recognition Using a Distillation Approach. - Syed Safwan Khalid; Muhammad Awais 001; Zhenhua Feng 001; Chi-Ho Chan; Ammarah Farooq; Ali Akbari 003; Josef Kittler (IEEE Trans. Biom. Behav. Identity Sci., 2020)

Learning Low-Rank and Sparse Discriminative Correlation Filters for Coarse-to-Fine Visual Object Tracking. - Tianyang Xu; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2020)

MDLatLRR: A Novel Decomposition Method for Infrared and Visible Image Fusion. - Hui Li 037; Xiao-Jun Wu 001; Josef Kittler (IEEE Trans. Image Process., 2020)

Separable Batch Normalization for Robust Facial Landmark Localization. - Shuangping Jin; Zhenhua Feng 001; Wankou Yang; Josef Kittler (BMVC, 2021)

The Ninth Visual Object Tracking VOT2021 Challenge Results. - Matej Kristan; Jirí Matas; Ales Leonardis; Michael Felsberg; Roman P. Pflugfelder; Joni-Kristian Kämäräinen; Hyung Jin Chang; Martin Danelljan; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Jani Käpylä; et al. (ICCVW, 2021)

Particle Swarm And Pattern Search Optimisation Of An Ensemble Of Face Anomaly Detectors. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari 003; Josef Kittler (ICIP, 2021)

How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation. - Ali Akbari 003; Muhammad Awais 001; Manijeh Bashar; Josef Kittler (ICML, 2021)

Insight on Attention Modules for Skeleton-Based Action Recognition. - Quanyan Jiang; Xiaojun Wu 001; Josef Kittler (PRCV (1), 2021)

Deep Convolutional Neural Network Ensembles Using ECOC. - Sara Atito Ali Ahmed; Cemre Zor; Muhammad Awais 001; Berrin A. Yanikoglu; Josef Kittler (IEEE Access, 2021)

Separable Batch Normalization for Robust Facial Landmark Localization with Cross-protocol Network Training. - Shuangping Jin; Zhenhua Feng 001; Wankou Yang; Josef Kittler (CoRR, 2021)

AXM-Net: Cross-Modal Context Sharing Attention Network for Person Re-ID. - Ammarah Farooq; Muhammad Awais 001; Josef Kittler; Syed Safwan Khalid (CoRR, 2021)

A Deep Decomposition Network for Image Processing: A Case Study for Visible and Infrared Image Fusion. - Yu Fu 015; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2021)

Differentiable Neural Architecture Learning for Efficient Neural Network Design. - Qingbei Guo; Xiao-Jun Wu 001; Josef Kittler; Zhiquan Feng (CoRR, 2021)

NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition. - Syed Safwan Khalid; Muhammad Awais 001; Chi-Ho Chan; Zhenhua Feng 001; Ammarah Farooq; Ali Akbari 003; Josef Kittler (CoRR, 2021)

SiT: Self-supervised vIsion Transformer. - Sara Atito Ali Ahmed; Muhammad Awais 001; Josef Kittler (CoRR, 2021)

PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion. - Yu Fu 015; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (CoRR, 2021)

Learning PAC-Bayes Priors for Probabilistic Neural Networks. - María Pérez-Ortiz 001; Omar Rivasplata; Benjamin Guedj; Matthew Gleeson; Jingyu Zhang; John Shawe-Taylor; Miroslaw Bober; Josef Kittler (CoRR, 2021)

Video Is Graph: Structured Graph Module for Video Action Recognition. - Rongchang Li 001; Tianyang Xu; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2021)

The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). - Javier Ortega-Garcia; Julian Fiérrez; Fernando Alonso-Fernandez; Javier Galbally; Manuel R. Freire; Joaquin Gonzalez-Rodriguez; Carmen García-Mateo; José Luis Alba-Castro; Elisardo González-Agulla; Enrique Otero Muras; Sonia Garcia-Salicetti; Lorène Allano; et al. (CoRR, 2021)

Global Interaction Modelling in Vision Transformer via Super Tokens. - Ammarah Farooq; Muhammad Awais 001; Sara Atito Ali Ahmed; Josef Kittler (CoRR, 2021)

MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning. - Sara Atito Ali Ahmed; Muhammad Awais 001; Ammarah Farooq; Zhenhua Feng 001; Josef Kittler (CoRR, 2021)

STRNet: Triple-stream Spatiotemporal Relation Network for Action Recognition. - Zhi-Wei Xu; Xiao-Jun Wu 001; Josef Kittler (Int. J. Autom. Comput., 2021)

Adaptive Channel Selection for Robust Visual Object Tracking with Discriminative Correlation Filters. - Tianyang Xu; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (Int. J. Comput. Vis., 2021)

RFN-Nest: An end-to-end residual fusion network for infrared and visible images. - Hui Li 037; Xiao-Jun Wu 001; Josef Kittler (Inf. Fusion, 2021)

Dynamic information enhancement for video classification. - Rongchang Li 001; Xiao-Jun Wu 001; Cong Wu 006; Tianyang Xu; Josef Kittler (Image Vis. Comput., 2021)

2D progressive fusion module for action recognition. - Zhongwei Shen; Xiao-Jun Wu 001; Josef Kittler (Image Vis. Comput., 2021)

Effective method for fusing infrared and visible images. - Yu Fu 015; Xiaojun Wu 001; Josef Kittler (J. Electronic Imaging, 2021)

UMFA: a photorealistic style transfer method based on U-Net and multi-layer feature aggregation. - Dongyu Rao; Xiaojun Wu 001; Hui Li 037; Josef Kittler; Tianyang Xu (J. Electronic Imaging, 2021)

Weak sub-network pruning for strong and efficient neural networks. - Qingbei Guo; Xiaojun Wu 001; Josef Kittler; Zhiquan Feng (Neural Networks, 2021)

Advanced skeleton-based action recognition via spatial-temporal rotation descriptors. - Zhongwei Shen; Xiao-Jun Wu 001; Josef Kittler (Pattern Anal. Appl., 2021)

Visual Semantic Information Pursuit: A Survey. - Daqi Liu; Miroslaw Bober; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Client-specific anomaly detection for face presentation attack detection. - Soroush Fatemifar; Shervin Rahimzadeh Arashloo; Muhammad Awais 001; Josef Kittler (Pattern Recognit., 2021)

MOON: Multi-hash codes joint learning for cross-media retrieval. - Donglin Zhang 001; Xiao-Jun Wu 001; He-Feng Yin; Josef Kittler (Pattern Recognit. Lett., 2021)

Sparse non-negative transition subspace learning for image classification. - Zhe Chen 018; Xiao-Jun Wu 001; Yu-Hong Cai; Josef Kittler (Signal Process., 2021)

Learning Alternating Deep-Layer Cascaded Representation. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu; Josef Kittler (IEEE Signal Process. Lett., 2021)

Complementary Discriminative Correlation Filters Based on Collaborative Representation for Visual Object Tracking. - Xuefeng Zhu 003; Xiao-Jun Wu 001; Tianyang Xu; Zhenhua Feng 001; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2021)

Graph Embedding Multi-Kernel Metric Learning for Image Set Classification With Grassmannian Manifold-Valued Features. - Rui Wang 050; Xiao-Jun Wu 001; Josef Kittler (IEEE Trans. Multim., 2021)

Robust One-Class Kernel Spectral Regression. - Shervin Rahimzadeh Arashloo; Josef Kittler (IEEE Trans. Neural Networks Learn. Syst., 2021)

Correlation tracking with implicitly extending search region. - Qiang Qian; Xiaojun Wu 001; Josef Kittler; Tianyang Xu (Vis. Comput., 2021)

AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification. - Ammarah Farooq; Muhammad Awais 001; Josef Kittler; Syed Safwan Khalid (AAAI, 2022)

DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning. - Rui Wang 050; Xiaojun Wu 001; Ziheng Chen 001; Tianyang Xu; Josef Kittler (ACCV (6), 2022)

The Tenth Visual Object Tracking VOT2022 Challenge Results. - Matej Kristan; Ales Leonardis; Jirí Matas; Michael Felsberg; Roman P. Pflugfelder; Joni-Kristian Kämäräinen; Hyung Jin Chang; Martin Danelljan; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Johanna Björklund; et al. (ECCV Workshops (8), 2022)

SB-SSL: Slice-Based Self-supervised Transformers for Knee Abnormality Classification from MRI. - Sara Atito 001; Syed Muhammad Anwar; Muhammad Awais 001; Josef Kittler (MILLanD@MICCAI, 2022)

Evolutional Normal Maps: 3D Face Representations for 2D-3D Face Recognition, Face Modelling and Data Augmentation. - Michael Danner; Thomas Weber; Patrik Huber 001; Muhammad Awais 001; Matthias Rätsch; Josef Kittler (VISIGRAPP (5: VISAPP), 2022)

MSNet: A Deep Multi-scale Submanifold Network for Visual Classification. - Ziheng Chen 001; Xiao-Jun Wu 001; Tianyang Xu; Rui Wang 050; Zhiwu Huang; Josef Kittler (CoRR, 2022)

GMML is All you Need. - Sara Atito 001; Muhammad Awais 001; Josef Kittler (CoRR, 2022)

DreamNet: A Deep Riemannian Network based on SPD Manifold Learning for Visual Classification. - Rui Wang 050; Xiao-Jun Wu 001; Ziheng Chen 001; Tianyang Xu; Josef Kittler (CoRR, 2022)

Doubly Reparameterized Importance Weighted Structure Learning for Scene Graph Generation. - Daqi Liu; Miroslaw Bober; Josef Kittler (CoRR, 2022)

SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays. - Syed Muhammad Anwar; Abhijeet Parida; Sara Atito 001; Muhammad Awais 001; Gustavo Nino; Josef Kittler; Marius George Linguraru (CoRR, 2022)

ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation. - Sara Atito 001; Muhammad Awais 001; Wenwu Wang 001; Mark D. Plumbley; Josef Kittler (CoRR, 2022)

Multi-target regression via non-linear output structure learning. - Shervin Rahimzadeh Arashloo; Josef Kittler (Neurocomputing, 2022)

Subspace clustering via joint ℓ1, 2 and ℓ2, 1 norms. - Wenhua Dong; Xiaojun Wu 001; Josef Kittler (Inf. Sci., 2022)

Face anti-spoofing with local difference network and binary facial mask supervision. - Suyang Chen; Xiaoning Song; Zhenhua Feng 001; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (J. Electronic Imaging, 2022)

Learning a discriminative SPD manifold neural network for image set classification. - Rui Wang 050; Xiaojun Wu 001; Ziheng Chen 001; Tianyang Xu; Josef Kittler (Neural Networks, 2022)

Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis. - Ali Akbari 003; Muhammad Awais 001; Zhenhua Feng 001; Ammarah Farooq; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Developing a generic framework for anomaly detection. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari 003; Josef Kittler (Pattern Recognit., 2022)

Differentiable neural architecture learning for efficient neural networks. - Qingbei Guo; Xiaojun Wu 001; Josef Kittler; Zhiquan Feng (Pattern Recognit., 2022)

Face spoofing detection ensemble via multistage optimisation and pruning. - Soroush Fatemifar; Shahrokh Asadi; Muhammad Awais 001; Ali Akbari 003; Josef Kittler (Pattern Recognit. Lett., 2022)

Target-Cognisant Siamese Network for Robust Visual Object Tracking. - Yingjie Jiang; Xiaoning Song; Tianyang Xu; Zhenhua Feng 001; Xiaojun Wu 001; Josef Kittler (Pattern Recognit. Lett., 2022)

Geometry-Aware Graph Embedding Projection Metric Learning for Image Set Classification. - Rui Wang 050; Xiaojun Wu 001; Zhen Liu 015; Josef Kittler (IEEE Trans. Cogn. Dev. Syst., 2022)

Multiple Riemannian Manifold-Valued Descriptors Based Image Set Classification With Multi-Kernel Metric Learning. - Rui Wang 050; Xiaojun Wu 001; Kai-Xuan Chen 001; Josef Kittler (IEEE Trans. Big Data, 2022)

Graph2Net: Perceptually-Enriched Graph Learning for Skeleton-Based Action Recognition. - Cong Wu 006; Xiaojun Wu 001; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2022)

A Novel Ground Metric for Optimal Transport-Based Chronological Age Estimation. - Ali Akbari 003; Muhammad Awais 001; Soroush Fatemifar; Syed Safwan Khalid; Josef Kittler (IEEE Trans. Cybern., 2022)

Robust Visual Object Tracking Via Adaptive Attribute-Aware Discriminative Correlation Filters. - Xuefeng Zhu 003; Xiaojun Wu 001; Tianyang Xu; Zhenhua Feng 001; Josef Kittler (IEEE Trans. Multim., 2022)

Relaxed Block-Diagonal Dictionary Pair Learning With Locality Constraint for Image Recognition. - Zhe Chen 018; Xiao-Jun Wu 001; Josef Kittler (IEEE Trans. Neural Networks Learn. Syst., 2022)

SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Image Set Classification. - Rui Wang 050; Xiaojun Wu 001; Josef Kittler (IEEE Trans. Neural Networks Learn. Syst., 2022)

Two-Stage Supervised Discrete Hashing for Cross-Modal Retrieval. - Donglin Zhang 001; Xiaojun Wu 001; Tianyang Xu; Josef Kittler (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Riemannian Local Mechanism for SPD Neural Networks. - Ziheng Chen 001; Tianyang Xu; Xiao-Jun Wu 001; Rui Wang 050; Zhiwu Huang; Josef Kittler (AAAI, 2023)

RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object Tracking. - Xuefeng Zhu 003; Tianyang Xu; Zhangyong Tang; Zucheng Wu; Haodong Liu; Xiao Yang; Xiao-Jun Wu 001; Josef Kittler (AAAI, 2023)

Ada2NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature Learning. - Lei Ju 005; Zhenhua Feng 001; Muhammad Awais 001; Josef Kittler (ACML, 2023)

Diffusion Init: Stronger Initialisation of Decision-Based Black-Box Attacks for Visual Object Tracking. - Renjie Wang; Tianyang Xu; Shao-Chuan Zhao; Xiaojun Wu 001; Josef Kittler (ACPR (2), 2023)

Action Probability Calibration for Efficient Naturalistic Driving Action Localization. - Rongchang Li 001; Cong Wu 006; Linze Li 002; Zhongwei Shen; Tianyang Xu; Xiaojun Wu 001; Xi Li 001; Jiwen Lu; Josef Kittler (CVPR Workshops, 2023)

GAN-Powered Model &Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images. - Michael Danner; Patrik Huber 001; Muhammad Awais 001; Matthias Rätsch; Josef Kittler (DeLTA, 2023)

Unsupervised Multi-Hashing for Image Retrieval in Non-stationary Environments. - Yi Yang 001; Qihua Li; Xing Tian; Wing W. Y. Ng; Hui Wang 001; Josef Kittler; Mark J. F. Gales; Rob Cooper (ICACI, 2023)

Group Masked Model Learning for General Audio Representation. - Sara Atito 001; Muhammad Awais 001; Tony Alex; Josef Kittler (ICIP, 2023)

GMML is All You Need. - Sara Atito 001; Muhammad Awais 001; Srinivasa Rao Nandam; Josef Kittler (ICIP, 2023)

Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding. - Jiantao Wu; Shentong Mo; Muhammad Awais 001; Sara Atito 001; Zhenhua Feng 001; Josef Kittler (CoRR, 2023)

SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition. - Cong Wu 006; Xiao-Jun Wu 001; Josef Kittler; Tianyang Xu; Sara Atito 001; Muhammad Awais 001; Zhenhua Feng 001 (CoRR, 2023)

Riemannian Self-Attention Mechanism for SPD Networks. - Rui Wang 050; Xiao-Jun Wu 001; Hui Li 037; Josef Kittler (CoRR, 2023)

Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning. - Jiantao Wu; Shentong Mo; Sara Atito 001; Josef Kittler; Zhenhua Feng 001; Muhammad Awais 001 (CoRR, 2023)

Scalable Affine Multi-view Subspace Clustering. - Wanrong Yu; Xiao-Jun Wu 001; Tianyang Xu; Ziheng Chen 001; Josef Kittler (Neural Process. Lett., 2023)

Deep Order-Preserving Learning With Adaptive Optimal Transport Distance. - Ali Akbari 003; Muhammad Awais 001; Soroush Fatemifar; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Fisher Regularized ε-Dragging for Image Classification. - Zhe Chen 018; Xiao-Jun Wu 001; Josef Kittler (IEEE Trans. Cogn. Dev. Syst., 2023)

CPInformer for Efficient and Robust Compound-Protein Interaction Prediction. - Yang Hua 002; Xiaoning Song; Zhenhua Feng 001; Xiaojun Wu 001; Josef Kittler; Dong-Jun Yu (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Physics-Based Deep Learning for Imaging Neuronal Activity via Two-Photon and Light Field Microscopy. - Herman Verinaz-Jadan; Carmel L. Howe; Pingfan Song; Flavie Lesept; Josef Kittler; Amanda J. Foust; Pier Luigi Dragotti (IEEE Trans. Computational Imaging, 2023)

Fast Self-Guided Multi-View Subspace Clustering. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu; Josef Kittler (IEEE Trans. Image Process., 2023)

Toward Robust Visual Object Tracking With Independent Target-Agnostic Detection and Effective Siamese Cross-Task Interaction. - Tianyang Xu; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (IEEE Trans. Image Process., 2023)

A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning. - Ali Akbari 003; Muhammad Awais 001; Manijeh Bashar; Josef Kittler (IEEE Trans. Neural Networks Learn. Syst., 2023)

Global Context-Aware Feature Extraction and Visible Feature Enhancement for Occlusion-Invariant Pedestrian Detection in Crowded Scenes. - Zhen Liu 015; Xiaoning Song; Zhenhua Feng 001; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (Neural Process. Lett., 2023)

Hybrid Riemannian Graph-Embedding Metric Learning for Image Set Classification. - Ziheng Chen 001; Tianyang Xu; Xiaojun Wu 001; Rui Wang 050; Josef Kittler (IEEE Trans. Big Data, 2023)

U-SPDNet: An SPD manifold learning-based neural network for visual classification. - Rui Wang 050; Xiaojun Wu 001; Tianyang Xu; Cong Hu; Josef Kittler (Neural Networks, 2023)

WATCH: Two-Stage Discrete Cross-Media Hashing. - Donglin Zhang 001; Xiaojun Wu 001; Tianyang Xu; Josef Kittler (IEEE Trans. Knowl. Data Eng., 2023)

ETM-face: effective training sample selection and multi-scale feature learning for face detection. - Junyuan He; Xiaoning Song; Zhenhua Feng 001; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (Multim. Tools Appl., 2023)

Neural Belief Propagation for Scene Graph Generation. - Daqi Liu; Miroslaw Bober; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Keep an eye on faces: Robust face detection with heatmap-Assisted spatial attention and scale-Aware layer attention. - Lei Ju 005; Josef Kittler; Muhammad Awais Rana; Wankou Yang; Zhenhua Feng 001 (Pattern Recognit., 2023)

LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images. - Hui Li 037; Tianyang Xu; Xiaojun Wu 001; Jiwen Lu; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Constrained Structure Learning for Scene Graph Generation. - Daqi Liu; Miroslaw Bober; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Exploring fusion strategies for accurate RGBT visual object tracking. - Zhangyong Tang; Tianyang Xu; Hui Li 037; Xiao-Jun Wu 001; Xuefeng Zhu 003; Josef Kittler (Inf. Fusion, 2023)

NPT-Loss: Demystifying Face Recognition Losses With Nearest Proxies Triplet. - Syed Safwan Khalid; Muhammad Awais 001; Zhenhua Feng 001; Chi-Ho Chan; Ammarah Farooq; Ali Akbari 003; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Discriminative Dictionary Pair Learning With Scale-Constrained Structured Representation for Image Classification. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu; Josef Kittler (IEEE Trans. Neural Networks Learn. Syst., 2023)

Generative-Based Fusion Mechanism for Multi-Modal Tracking. - Zhangyong Tang; Tianyang Xu; Xiaojun Wu 001; Xuefeng Zhu 003; Josef Kittler (AAAI, 2024)

SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition. - Cong Wu 006; Xiao-Jun Wu 001; Josef Kittler; Tianyang Xu; Sara Ahmed; Muhammad Awais 001; Zhenhua Feng 001 (AAAI, 2024)

Pseudo Labelling for Enhanced Masked Auto Encoders. - Srinivasa Rao Nandam; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (BMVC, 2024)

Enhancing Radiology Report Generation: The Impact of Locally Grounded Vision and Language Training. - Sergio Sánchez Santiesteban; Muhammad Awais 001; Yi-Zhe Song; Josef Kittler (BMVC, 2024)

The Second Visual Object Tracking Segmentation VOTS2024 Challenge Results. - Matej Kristan; Jirí Matas; Pavel Tokmakov; Michael Felsberg; Luka Cehovin Zajc; Alan Lukezic; Khanh-Tung Tran; Xuan-Son Vu; Johanna Björklund; Hyung Jin Chang; Gustavo Fernández; Minasadat Attari; et al. (ECCV Workshops (7), 2024)

C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition. - Rongchang Li 001; Zhenhua Feng 001; Tianyang Xu; Linze Li 002; Xiaojun Wu 001; Muhammad Awais 001; Sara Atito Ali Ahmed; Josef Kittler (ECCV (38), 2024)

DailyMAE: Towards Pretraining Masked Autoencoders in One Day. - Jiantao Wu; Shentong Mo; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (ECCV Workshops (11), 2024)

Efficient Few-Shot Action Recognition via Multi-level Post-reasoning. - Cong Wu 006; Xiao-Jun Wu 001; Linze Li 002; Tianyang Xu; Zhenhua Feng 001; Josef Kittler (ECCV (3), 2024)

Improved Image Captioning Via Knowledge Graph-Augmented Models. - Sergio Sánchez Santiesteban; Sara Atito 001; Muhammad Awais 001; Yi-Zhe Song; Josef Kittler (ICASSP, 2024)

SS-CXR: Self-Supervised Pretraining Using Chest X-Rays Towards A Domain Specific Foundation Model. - Syed Muhammad Anwar; Abhijeet Parida; Sara Atito 001; Muhammad Awais 001; Gustavo Nino; Josef Kittler; Marius George Linguraru (ICIP, 2024)

Investigating Self-Supervised Methods for Label-Efficient Learning. - Srinivasa Rao Nandam; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (ICIP, 2024)

Masked Momentum Contrastive Learning for Semantic Understanding by Observation. - Jiantao Wu; Shentong Mo; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Syed Sameed Husain; Muhammad Awais 001 (ICIP, 2024)

Spatio-Temporal Domain-Aware Network for Skeleton-Based Action Representation Learning. - Jiannan Hu; Cong Wu 006; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (ICPR (29), 2024)

StableTalk: Advancing Audio-to-Talking Face Generation with Stable Diffusion and Vision Transformer. - Fatemeh Nazarieh; Josef Kittler; Muhammad Awais 001; Diptesh Kanojia; Zhenhua Feng 001 (ICPR (6), 2024)

Learning Explicit Modulation Vectors for Disentangled Transformer Attention-Based RGB-D Visual Tracking. - Yifan Pan; Tianyang Xu; Xuefeng Zhu 003; Xiaoqing Luo; Xiaojun Wu 001; Josef Kittler (ICPR (16), 2024)

Attention-Based Patch Matching and Motion-Driven Point Association for Accurate Point Tracking. - Han Zang; Tianyang Xu; Xuefeng Zhu 003; Xiaoning Song; Xiaojun Wu 001; Josef Kittler (ICPR (16), 2024)

Multi-frequency Fine-Grained Matching for Audio-Visual Segmentation. - Yinhao Zhang; Tianyang Xu; Xiaojun Wu 001; Shaochuan Zhao; Josef Kittler (ICPR (29), 2024)

A Riemannian Residual Learning Mechanism for SPD Network. - Zhenyu Cai; Rui Wang 050; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (IJCNN, 2024)

MVRMLM 2024: Multimodal Video Retrieval and Multimodal Language Modelling. - Hui Wang 001; Josef Kittler; Mark J. F. Gales; Rob Cooper; Maurice D. Mulvenna; Wing W. Y. Ng; Yang Hua 001; Richard Gault; Abbas Haider; Guanfeng Wu (ICMR, 2024)

MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion. - Yanglin Deng; Tianyang Xu; Chunyang Cheng; Xiao-Jun Wu 001; Josef Kittler (ACM Multimedia, 2024)

Dynamic Subframe Splitting and Spatio-Temporal Motion Entangled Sparse Attention for RGB-E Tracking. - Pengcheng Shao; Tianyang Xu; Xuefeng Zhu 003; Xiao-Jun Wu 001; Josef Kittler (PRCV (13), 2024)

BusReF: Infrared-Visible images registration and fusion focus on reconstructible area using one set of features. - Zeyang Zhang 002; Hui Li 037; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (CoRR, 2024)

An Improved Graph Pooling Network for Skeleton-Based Action Recognition. - Cong Wu 006; Xiao-Jun Wu 001; Tianyang Xu; Josef Kittler (CoRR, 2024)

Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Solution. - Zhangyong Tang; Tianyang Xu; Zhenhua Feng 001; Xuefeng Zhu 003; Chunyang Cheng; Xiaojun Wu 001; Josef Kittler (CoRR, 2024)

Pseudo Labelling for Enhanced Masked Autoencoders. - Srinivasa Rao Nandam; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (CoRR, 2024)

Probabilistically Aligned View-unaligned Clustering with Adaptive Template Selection. - Wenhua Dong; Xiaojun Wu 001; Zhenhua Feng 001; Sara Atito 001; Muhammad Awais 001; Josef Kittler (CoRR, 2024)

Single Image, Any Face: Generalisable 3D Face Generation. - Wenqing Wang 002; Haosen Yang 003; Josef Kittler; Xiatian Zhu (CoRR, 2024)

Rethinking Positive Pairs in Contrastive Learning. - Jiantao Wu; Shentong Mo; Zhenhua Feng 001; Sara Atito Ali Ahmed; Josef Kittler; Muhammad Awais 001 (CoRR, 2024)

SPDFusion: An Infrared and Visible Image Fusion Network Based on a Non-Euclidean Representation of Riemannian Manifolds. - Huan Kang; Hui Li 037; Tianyang Xu; Rui Wang 050; Xiaojun Wu 001; Josef Kittler (CoRR, 2024)

Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections. - Youwei Zhou; Tianyang Xu; Cong Wu 006; Xiaojun Wu 001; Josef Kittler (CoRR, 2024)

PortraitTalk: Towards Customizable One-Shot Audio-to-Talking Face Generation. - Fatemeh Nazarieh; Zhenhua Feng 001; Diptesh Kanojia; Muhammad Awais 001; Josef Kittler (CoRR, 2024)

M-adapter: Multi-level image-to-video adaptation for video action recognition. - Rongchang Li 001; Tianyang Xu; Xiaojun Wu 001; Linze Li 002; Xiao Yang; Zhongwei Shen; Josef Kittler (Comput. Vis. Image Underst., 2024)

View-shuffled clustering via the modified Hungarian algorithm. - Wenhua Dong; Xiaojun Wu 001; Tianyang Xu; Zhenhua Feng 001; Sara Atito Ali Ahmed; Muhammad Awais 001; Josef Kittler (Neural Networks, 2024)

Edwin Hancock. - Josef Kittler; Richard C. Wilson 001 (Pattern Recognit., 2024)

Self-supervised learning for RGB-D object tracking. - Xuefeng Zhu 003; Tianyang Xu; Sara Atito 001; Muhammad Awais 001; Xiaojun Wu 001; Zhenhua Feng 001; Josef Kittler (Pattern Recognit., 2024)

Feature enhancement and coarse-to-fine detection for RGB-D tracking. - Xuefeng Zhu 003; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (Pattern Recognit. Lett., 2024)

ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification. - Sara Atito Ali Ahmed; Muhammad Awais 001; Wenwu Wang 001; Mark D. Plumbley; Josef Kittler (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Pluggable Attack for Visual Object Tracking. - Shao-Chuan Zhao; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (IEEE Trans. Inf. Forensics Secur., 2024)

One-pass View-unaligned Clustering. - Wenhua Dong; Xiaojun Wu 001; Zhenhua Feng 001; Sara Atito Ali Ahmed; Muhammad Awais 001; Josef Kittler (IEEE Trans. Multim., 2024)

Lightweight Multiperson Pose Estimation With Staggered Alignment Self-Distillation. - Zhenkun Fan; Zhuoxu Huang; Zhixiang Chen 003; Tao Xu 038; Jungong Han; Josef Kittler (IEEE Trans. Multim., 2024)

Scene adaptive mechanism for action recognition. - Cong Wu 006; Xiao-Jun Wu 001; Tianyang Xu; Josef Kittler (Comput. Vis. Image Underst., 2024)

Motion Complement and Temporal Multifocusing for Skeleton-Based Action Recognition. - Cong Wu 006; Xiaojun Wu 001; Tianyang Xu; Zhongwei Shen; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2024)

Distillation, Ensemble and Selection for Building a Better and Faster Siamese Based Tracker. - Shaochuan Zhao; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2024)

Importance Weighted Structure Learning for Scene Graph Generation. - Daqi Liu; Miroslaw Bober; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Deep Metric Learning on the SPD Manifold for Image Set Classification. - Rui Wang 050; Xiaojun Wu 001; Tianyang Xu; Cong Hu; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2024)

RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation. - Ali Akbari 003; Muhammad Awais 001; Soroush Fatemifar; Syed Safwan Khalid; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

A Spatio-Temporal Robust Tracker with Spatial-Channel Transformer and Jitter Suppression. - Shaochuan Zhao; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (Int. J. Comput. Vis., 2024)

Perceiving Actions via Temporal Video Frame Pairs. - Rongchang Li 001; Tianyang Xu; Xiaojun Wu 001; Zhongwei Shen; Josef Kittler (ACM Trans. Intell. Syst. Technol., 2024)

Editorial. - Shengcai Liao; Xiaoming Liu 002; Massimo Tistarelli; Rama Chellappa; Josef Kittler; Nalini K. Ratha (IEEE Trans. Biom. Behav. Identity Sci., 2024)

SPD Manifold Deep Metric Learning for Image Set Classification. - Rui Wang 050; Xiaojun Wu 001; Ziheng Chen 001; Cong Hu; Josef Kittler (IEEE Trans. Neural Networks Learn. Syst., 2024)

UniMod1K: Towards a More Universal Large-Scale Dataset and Benchmark for Multi-modal Learning. - Xuefeng Zhu 003; Tianyang Xu; Zongtao Liu; Zhangyong Tang; Xiaojun Wu 001; Josef Kittler (Int. J. Comput. Vis., 2024)

Memory Prompt for Spatiotemporal Transformer Visual Object Tracking. - Tianyang Xu; Xiaojun Wu 001; Xuefeng Zhu 003; Josef Kittler (IEEE Trans. Artif. Intell., 2024)

A Survey of Cross-Modal Visual Content Generation. - Fatemeh Nazarieh; Zhenhua Feng 001; Muhammad Awais 001; Wenwu Wang 001; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2024)

Multi-modal video search by examples - A video quality impact analysis. - Guanfeng Wu; Abbas Haider; Xing Tian; Erfan Loweimi; Chi-Ho Chan; Mengjie Qian 001; Muhammad Junaid Awan; Ivor T. A. Spence; Rob Cooper; Wing W. Y. Ng; Josef Kittler; Mark J. F. Gales; et al. (IET Comput. Vis., 2024)

Multi-Level Fusion for Robust RGBT Tracking via Enhanced Thermal Representation. - Zhangyong Tang; Tianyang Xu; Xiao-Jun Wu 001; Josef Kittler (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking. - Tianyang Xu; Yifan Pan; Zhenhua Feng 001; Xuefeng Zhu 003; Chunyang Cheng; Xiao-Jun Wu 001; Josef Kittler (Int. J. Comput. Vis., 2024)

PETS2025: Multi-Authority Multi-Sensor Maritime Surveillance Challenge and Evaluation. - Thanet Markchom; Jonathan Boyle; Lulu Chen; James M. Ferryman; Matteo Marturini; Stephan Veigl; Andreas Opitz; Andreas Kriechbaum-Zabini; Romaios Bratskas; Anastasios Gkamaris; Dimitris Papachristos; George Leventakis; et al. (AVSS, 2025)

One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion. - Chunyang Cheng; Tianyang Xu; Zhenhua Feng 001; Xiaojun Wu 001; Zhangyong Tang; Hui Li 037; Zeyang Zhang 002; Sara Atito Ali; Muhammad Awais 001; Josef Kittler (CVPR, 2025)

Short-term 3D Human Mesh Recovery with Virtual Markers Disentanglement. - Xiyuan Kang; Yi Yuan; Xu Dong; Muhammad Awais 001; Lilian Tang; Josef Kittler; Zhenhua Feng 001 (CVPR Workshops, 2025)

Text Augmented Correlation Transformer For Few-shot Classification & Segmentation. - Srinivasa Rao Nandam; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (CVPR, 2025)

Enhanced Weakly Supervised Few-shot Classification & Segmentation. - Srinivasa Rao Nandam; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (ICASSP, 2025)

Hybrid Batch Normalisation: Resolving the Dilemma of Batch Normalisation in Federated Learning. - Hongyao Chen; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (ICML, 2025)

SymCL: Riemannian Contrastive Learning on the Symmetric Positive Definite Manifold for Visual Classification. - Yusheng Bao; Rui Wang 050; Tianyang Xu; Xiaojun Wu; Josef Kittler (IJCNN, 2025)

Learning a Discriminative Grassmannian Neural Network for Visual Classification. - Yusheng Bao; Rui Wang 050; Tianyang Xu; Xiaojun Wu 001; Umapada Pal 001; Josef Kittler (IJCNN, 2025)

Learning adaptive detection and tracking collaborations with augmented UAV synthesis for accurate anti-UAV system. - Shihan Liu; Tianyang Xu; Xuefeng Zhu 003; Xiaojun Wu 001; Josef Kittler (Expert Syst. Appl., 2025)

Pure anomaly detection via self-supervised deep metric learning with adaptive margin. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari 003; Josef Kittler (Neurocomputing, 2025)

Multi-layer multi-level comprehensive learning for deep multi-view clustering. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu; Hui Li 037; Josef Kittler (Inf. Fusion, 2025)

TextFusion: Unveiling the power of textual semantics for controllable image fusion. - Chunyang Cheng; Tianyang Xu; Xiaojun Wu 001; Hui Li 037; Xi Li 001; Zhangyong Tang; Josef Kittler (Inf. Fusion, 2025)

ℓp-norm constrained one-class classifier combination. - Sepehr Nourmohammadi; Shervin Rahimzadeh Arashloo; Josef Kittler (Inf. Fusion, 2025)

Multi-modal adapter for RGB-T tracking. - He Wang 028; Tianyang Xu; Zhangyong Tang; Xiaojun Wu 001; Josef Kittler (Inf. Fusion, 2025)

DDBFusion: An unified image decomposition and fusion framework based on dual decomposition and Bézier curves. - Zeyang Zhang 002; Hui Li 037; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (Inf. Fusion, 2025)

TENet: Targetness entanglement incorporating with multi-scale pooling and mutually-guided fusion for RGB-E object tracking. - Pengcheng Shao; Tianyang Xu; Zhangyong Tang; Linze Li 002; Xiao-Jun Wu 001; Josef Kittler (Neural Networks, 2025)

Adaptive pooling with dual-stage fusion for skeleton-based action recognition. - Cong Wu 006; Xiao-Jun Wu 001; Tianyang Xu; Josef Kittler (Neural Networks, 2025)

MMDG-DTI: Drug-target interaction prediction via multimodal feature fusion and domain generalization. - Yang Hua 002; Zhenhua Feng 001; Xiaoning Song; Xiaojun Wu 001; Josef Kittler (Pattern Recognit., 2025)

Which images can be effectively learnt from self-supervised learning? - Michalis Lazarou; Sara Atito 001; Muhammad Awais 001; Josef Kittler (Pattern Recognit. Lett., 2025)

Temporal aggregation for real-time RGBT tracking via fast decision-level fusion. - Zhangyong Tang; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (Pattern Recognit. Lett., 2025)

M3Track: Meta-Prompt for Multi-Modal Tracking. - Zhangyong Tang; Tianyang Xu; Xiaojun Wu 001; Josef Kittler (IEEE Signal Process. Lett., 2025)

Adaptive Colour-Depth Aware Attention for RGB-D Object Tracking. - Xuefeng Zhu 003; Tianyang Xu; Xiaojun Wu 001; Zhenhua Feng 001; Josef Kittler (IEEE Signal Process. Lett., 2025)

UASTrack: A Unified Adaptive Selection Framework with Modality-Customization in Single Object Tracking. - He Wang 028; Tianyang Xu; Zhangyong Tang; Xiaojun Wu 001; Josef Kittler (CoRR, 2025)

One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion. - Chunyang Cheng; Tianyang Xu; Zhenhua Feng 001; Xiaojun Wu 001; ZhangyongTang; Hui Li 037; Zeyang Zhang 002; Sara Atito 001; Muhammad Awais 001; Josef Kittler (CoRR, 2025)

FusionBooster: A Unified Image Fusion Boosting Paradigm. - Chunyang Cheng; Tianyang Xu; Xiaojun Wu 001; Hui Li 037; Xi Li 001; Josef Kittler (Int. J. Comput. Vis., 2025)

Deep Discriminative Multi-View Clustering. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu; Hui Li 037; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2025)

Serial Over Parallel: Learning Continual Unification for Multi-Modal Visual Object Tracking and Benchmarking. - Zhangyong Tang; Tianyang Xu; Xuefeng Zhu 003; Chunyang Cheng; Tao Zhou 002; Xiaojun Wu 001; Josef Kittler (CoRR, 2025)

Omni Survey for Multimodality Analysis in Visual Object Tracking. - Zhangyong Tang; Tianyang Xu; Xuefeng Zhu 003; Hui Li 037; Shaochuan Zhao; Tao Zhou 002; Chunyang Cheng; Xiaojun Wu 001; Josef Kittler (CoRR, 2025)

DFL-Net: Disentangled Feature Learning Network for Multi-View Clustering. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu; Josef Kittler (IEEE Trans. Knowl. Data Eng., 2025)

MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook. - Peng Xu; Shengwu Xiong 001; Jiajun Zhang; Yaxiong Chen; Bowen Zhou 002; Chen Change Loy; David A. Clifton; Kyoung Mu Lee; Luc Van Gool; Ruiming He; Ruilin Yao; Xinwei Long; et al. (CoRR, 2025)

Collaborating Vision, Depth, and Thermal Signals for Multi-Modal Tracking: Dataset and Algorithm. - Xuefeng Zhu 003; Tianyang Xu; Yifan Pan; Jinjie Gu; Xi Li 001; Jiwen Lu; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2025)

Correction: Investigating Self-Supervised Methods for Label-Efficient Learning. - Srinivasa Rao Nandam; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (Int. J. Comput. Vis., 2025)

MAGIC-Talk: Motion-aware Audio-Driven Talking Face Generation with Customizable Identity Control. - Fatemeh Nazarieh; Zhenhua Feng 001; Diptesh Kanojia; Muhammad Awais 001; Josef Kittler (CoRR, 2025)

Learning a Better SPD Network for Signal Classification: A Riemannian Batch Normalization Method. - Rui Wang 050; Shaocheng Jin; Zhenyu Cai; Ziheng Chen 001; Xiao-jun Wu 001; Josef Kittler (IEEE Trans. Neural Networks Learn. Syst., 2025)

GrFormer: A novel Transformer on Grassmann manifold for infrared and visible image fusion. - Huan Kang; Hui Li 037; Xiaojun Wu 001; Tianyang Xu; Rui Wang 050; Chunyang Cheng; Josef Kittler (Inf. Fusion, 2026)

SPD-Updater: Symmetric positive definite manifold geometry based temporal updating for visual object tracking. - Jinglin Zhou; Tianyang Xu; Xuefeng Zhu 003; Xiao-Jun Wu 001; Josef Kittler (Neural Networks, 2026)

RSPH: Robust self-paced hashing for cross-modal retrieval. - Donglin Zhang 001; Zhikai Hu; Xiao-Jun Wu 001; Josef Kittler (Pattern Recognit., 2026)

Visual complexity guided diffusion defender for video object tracking and recognition. - Shaochuan Zhao; Tianyang Xu; Hui Li 037; Xiao-Jun Wu 001; Josef Kittler (Pattern Recognit., 2026)