Tania Stathaki

Affiliations:
  • Imperial College London, UK


According to our database1, Tania Stathaki authored at least 121 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Image edge enhancement for effective image classification.
CoRR, 2024

2023
Suburban Forest Fire Risk Assessment and Forest Surveillance Using 360-Degree Cameras and a Multiscale Deformable Transformer.
Remote. Sens., April, 2023

Adaptive manifold for imbalanced transductive few-shot learning.
CoRR, 2023

Adaptive Anchor Label Propagation for Transductive Few-Shot Learning.
Proceedings of the IEEE International Conference on Image Processing, 2023

Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Pedestrian Detection Using Integrated Aggregate Channel Features and Multitask Cascaded Convolutional Neural-Network-Based Face Detectors.
Sensors, 2022

Dynamic Knowledge Distillation with Noise Elimination for RGB-D Salient Object Detection.
Sensors, 2022

Progressive multi-scale fusion network for RGB-D salient object detection.
Comput. Vis. Image Underst., 2022

Tensor feature hallucination for few-shot learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Effectiveness of Vision Transformer for Fast and Accurate Single-Stage Pedestrian Detection.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-scale Deformable Transformer for the Classification of Gastric Glands: The IMGL Dataset.
Proceedings of the Cancer Prevention Through Early Detection, 2022

Multi-Scale Deformable Transformer Encoder Based Single-Stage Pedestrian Detection.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Adaptive Intra-Group Aggregation for Co-Saliency Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Coupled Network for Robust Pedestrian Detection With Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling.
IEEE Trans. Image Process., 2021

A novel shape matching descriptor for real-time static hand gesture recognition.
Comput. Vis. Image Underst., 2021

Dynamic Knowledge Distillation with A Single Stream Structure for RGB-D Salient Object Detection.
CoRR, 2021

Progressive Multi-scale Fusion Network for RGB-D Salient Object Detection.
CoRR, 2021

Few-shot learning via tensor hallucination.
CoRR, 2021

A novel shape matching descriptor for real-time hand gesture recognition.
CoRR, 2021

Automatic Crack Detection with Calculus of Variations.
Proceedings of the Intelligent Systems Design and Applications, 2021

Iterative label cleaning for transductive and semi-supervised few-shot learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Early Fire Detection Based on Aerial 360-Degree Sensors, Deep Convolution Neural Networks and Exploitation of Fire Dynamic Textures.
Remote. Sens., 2020

Salient Object Detection Combining a Self-attention Module and a Feature Pyramid Network.
CoRR, 2020

A modular CNN-based building detector for remote sensing images.
Comput. Networks, 2020

Gated Multi-Layer Convolutional Feature Extraction Network for Robust Pedestrian Detection.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Novel Framework for Early Fire Detection Using Terrestrial and Aerial 360-Degree Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

Classification and Detection of Symbols in Ancient Papyri.
Proceedings of the Visual Computing for Cultural Heritage, 2020

2019
Phase Amplified Correlation for Improved Sub-Pixel Motion Estimation.
IEEE Trans. Image Process., 2019

Automatic crack detection for tunnel inspection using deep learning and heuristic image post-processing.
Appl. Intell., 2019

A Region-based Fusion Scheme for Human Detection in Autonomous Navigation Applications.
Proceedings of the IECON 2019, 2019

Comparison of single channel indices for U-Net based segmentation of vegetation in satellite images.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

Estimation of extent of trees and biomass infestation of the suburban forest of Thessaloniki (Seich Sou) using UAV imagery and combining R-CNNs and multichannel texture analysis.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

Monitoring of Trees' Health Condition Using a UAV Equipped with Low-cost Digital Camera.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Car Detection in Aerial Images of Dense Urban Areas.
IEEE Trans. Aerosp. Electron. Syst., 2018

Multidimensional directional steerable filters - Theory and application to 3D flow estimation.
Image Vis. Comput., 2018

Faster R-CNN for Robust Pedestrian Detection Using Semantic Segmentation Network.
Frontiers Neurorobotics, 2018

Recent Developments in Deep Learning for Engineering Applications.
Comput. Intell. Neurosci., 2018

SAM-RCNN: Scale-Aware Multi-Resolution Multi-Channel Pedestrian Detection.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Detection of Cars in High-Resolution Aerial Images of Complex Urban Environments.
IEEE Trans. Geosci. Remote. Sens., 2017

Building Detection Using Enhanced HOG-LBP Features and Region Refinement Processes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Automatic Target Recognition Strategy for Synthetic Aperture Radar Images Based on Combined Discrimination Trees.
Comput. Intell. Neurosci., 2017

Fast Head-Shoulder Proposal for Scare-Aware Pedestrian Detection.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

Detection of cars in complex urban areas.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Enhanced pedestrian detection using deep learning based semantic image segmentation.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017

SRHRF+: Self-Example Enhanced Single Image Super-Resolution Using Hierarchical Random Forests.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
A novel low false alarm rate pedestrian detection framework based on single depth images.
Image Vis. Comput., 2016

Gait recognition method for arbitrary straight walking paths using appearance conversion machine.
Neurocomputing, 2016

Human Detection from Ground Truth Cameras through Combined Use of Histogram of Oriented Gradients and Body Part Models.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Fast head-shoulder proposal for deformable part model based pedestrian detection.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

2015
Discrimination of Vegetation Height Categories With Passive Satellite Sensor Imagery Using Texture Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A Probabilistic Feature Fusion for Building Detection in Satellite Images.
Proceedings of the VISAPP 2015, 2015

A 3D Feature for Building Segmentation based on Shape-from-Shading.
Proceedings of the VISAPP 2015, 2015

2014
A rule-based classification methodology to handle uncertainty in habitat mapping employing evidential reasoning and fuzzy logic.
Pattern Recognit. Lett., 2014

Land cover to habitat map conversion using remote sensing data: A supervised learning approach.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Car Detection in High-Resolution Urban Scenes Using Multiple Image Descriptors.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Multidimensional steerable filters and 3D flow estimation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Mixture Subclass Discriminant Analysis Link to Restricted Gaussian Model and Other Generalizations.
IEEE Trans. Neural Networks Learn. Syst., 2013

Video event detection using a subclass recoding error-correcting output codes framework.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Video event recounting using mixture subclass discriminant analysis.
Proceedings of the IEEE International Conference on Image Processing, 2013

Region-based ICA image fusion using textural information.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013

2012
Regularized Kernel Discriminant Analysis With a Robust Kernel for Face Recognition and Verification.
IEEE Trans. Neural Networks Learn. Syst., 2012

Linear Subclass Support Vector Machines.
IEEE Signal Process. Lett., 2012

Mean shift tracking through scale and occlusion.
IET Signal Process., 2012

GLCM-based metric for image fusion assessment.
Proceedings of the 15th International Conference on Information Fusion, 2012

2011
Subpixel Registration With Gradient Correlation.
IEEE Trans. Image Process., 2011

Optimal edge detection using multiple operators for image understanding.
EURASIP J. Adv. Signal Process., 2011

Region-based image fusion using a combinatory Chebyshev-ICA method.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Robust FFT-Based Scale-Invariant Image Registration with Image Gradients.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Two-dimensional Chebyshev polynomials for image fusion.
Proceedings of the Picture Coding Symposium, 2010

2009
A Unifying Approach to Moment-Based Shape Orientation and Symmetry Classification.
IEEE Trans. Image Process., 2009

FFT-based estimation of large motions in images: A robust gradient-based approach.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Symmetry detection using frequency domain motion estimation techniques.
Proceedings of the IEEE International Conference on Acoustics, 2008

Optimal contrast for color image fusion using ICA bases.
Proceedings of the 11th International Conference on Information Fusion, 2008

A Frequency Domain Approach to Roto-translation Estimation using Gradient Cross-Correlation.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Batch and Online Underdetermined Source Separation Using Laplacian Mixture Models.
IEEE Trans. Speech Audio Process., 2007

Robust Recognition of Planar Shapes Under Affine Transforms Using Principal Component Analysis.
IEEE Signal Process. Lett., 2007

Smooth Signal Extraction From Instantaneous Mixtures.
IEEE Signal Process. Lett., 2007

Pixel-based and region-based image fusion schemes using ICA bases.
Inf. Fusion, 2007

Joint Fusion and Blind Restoration For Multiple Image Scenarios With Missing Data.
Comput. J., 2007

Applied Multi-Dimensional Fusion.
Comput. J., 2007

Object Identification in Complex Scenes using Shape Context Descriptors and Multi-Stage Clustering.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

An Affine Invariant Function using PCA Bases with an Application to Within-Class Object Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2007

Underdetermined Source Separation Using Mixtures of Warped Laplacians.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

Shape Signature Matching for Object Identification Invariant to Image Transformations and Occlusion.
Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006
Novel Statistical Approaches to the Quantitative Combination of Multiple Edge Detectors.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Adaptive Image Fusion Using Ica Bases.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Local Image Fusion Using Dispersion Minimisation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
Overcomplete source separation using Laplacian mixture models.
IEEE Signal Process. Lett., 2005

Iterative regularized mixed norm multichannel image restoration.
J. Electronic Imaging, 2005

Mammogram Analysis Using Two-Dimensional Autoregressive Models: Sufficient or Not?.
Proceedings of the Image Analysis and Processing, 2005

An Improved Image Denoising Algorithm based on Weighted Adaptive Local Bounds.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
A normalized robust mixed-norm adaptive algorithm for system identification.
IEEE Signal Process. Lett., 2004

Endomorphic modelling for two-dimensional time-varying autoregressive model signals.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Two-dimensional autoregressive modelling using joint second and third order statistics and a weighting scheme.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Spatially Adaptive Intensity Bounds for Image Restoration.
EURASIP J. Adv. Signal Process., 2003

A DFT algorithm based on filter banks: the extended subband DFT.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
A transmultiplexer-based adaptive filtering structure using a new adaptation scheme.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Design and convergence analysis of a multirate structure for adaptive filtering.
Proceedings of the 2002 9th IEEE International Conference on Electronics, 2002

Blind signal recovery using a novel system identification approach.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002

New structures for adaptive filtering in subbands based on transmultiplexers.
Proceedings of the IEEE International Conference on Acoustics, 2002

Convergence analysis of an adaptive filtering structure using a new adaptation scheme.
Proceedings of the Global Telecommunications Conference, 2002

2001
Texture analysis with the Volterra model using conjugate gradient optimisation.
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001

2000
Two Dimensional Volterra Parameter Estimation Using a Zero Tolerance Optimisation Formulation.
Proceedings of the 2000 International Conference on Image Processing, 2000

Equiripple minimum phase FIR filter design from linear phase systems using a novel technique for polynomial factorisation.
Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000

Adaptive volterra parameter estimation using a zero tolerance optimisation formulation.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Root moments: a nonlinear signal transformation for minimum FIR filter design.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

A contribution to the stability test for one-dimensional discrete time linear systems.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
Signal representation for compression and noise reduction through frame-based wavelets.
IEEE Trans. Signal Process., 1998

Two Dimensional Volterra Filter Modelling of Textured Images Using Weighted Constrained Optimisation.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

Iterative Determination of Local Bound Constraints in Iterative Image Restoration.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

A Regularized Least Mean Mixed Norm Multichannel Image Restoration Algorithm.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Minimum phase FIR filter design from linear phase systems using root moments.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Blind image restoration using local bound constraints.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Iterative blind image restoration using local constraints.
Proceedings of the 9th European Signal Processing Conference, 1998

1997
Nonlinear adaptive prediction of nonstationary signals with application to speech coding.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

Voice activity detection using source separation techniques.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

A Mixed Norm Image Restoration.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

A constrained optimisation approach to the blind estimation of Volterra kernels.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Blind Volterra signal modeling.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Lagrange programming neural networks for blind Volterra system modelling.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994
Complex interpolation for rational orthogonal signal approximation with applications.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994


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