Horst Bischof

According to our database1, Horst Bischof authored at least 451 papers between 1990 and 2019.

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

Timeline

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Bibliography

2019
Guest Editorial Special Issue on Discriminative Learning for Model Optimization and Statistical Inference.
IEEE Trans. Neural Netw. Learning Syst., 2019

Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks.
Medical Image Analysis, 2019

Integrating spatial configuration into heatmap regression based CNNs for landmark localization.
Medical Image Analysis, 2019

Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization.
CoRR, 2019

HiBsteR: Hierarchical Boosted Deep Metric Learning for Image Retrieval.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

MURAUER: Mapping Unlabeled Real Data for Label AUstERity.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

2018
Spatiotemporal Saliency Estimation by Spectral Foreground Detection.
IEEE Trans. Multimedia, 2018

Guest Editorial Introduction to the Special Issue on Large Scale and Nonlinear Similarity Learning for Intelligent Video Analysis.
IEEE Trans. Circuits Syst. Video Techn., 2018

Mapping Forests: A Comprehensive Approach for Nonlinear Mapping Problems.
Journal of Mathematical Imaging and Vision, 2018

MURAUER: Mapping Unlabeled Real Data for Label AUstERity.
CoRR, 2018

Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks.
CoRR, 2018

Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems.
CoRR, 2018

Learning Pose Specific Representations by Predicting Different Views.
CoRR, 2018

Prioritized Multi-View Stereo Depth Map Generation Using Confidence Prediction.
CoRR, 2018

Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly.
CoRR, 2018

Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Semantically Aware Urban 3D Reconstruction with Plane-Based Regularization.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Pose Specific Representations by Predicting Different Views.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

An Intent-Based Automated Traffic Light for Pedestrians.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017
Pose-specific non-linear mappings in feature space towards multiview facial expression recognition.
Image Vision Comput., 2017

Evaluations on multi-scale camera networks for precise and geo-accurate reconstructions from aerial and terrestrial images with user guidance.
Computer Vision and Image Understanding, 2017

Face inpainting based on high-level facial attributes.
Computer Vision and Image Understanding, 2017

Efficient 3D scene abstraction using line segments.
Computer Vision and Image Understanding, 2017

OctNetFusion: Learning Depth Fusion from Data.
CoRR, 2017

Scalable Surface Reconstruction from Point Clouds with Extreme Scale and Density Diversity.
CoRR, 2017

Multi-label Whole Heart Segmentation Using CNNs and Anatomical Label Configurations.
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

Personalized Dietary Self-Management Using Mobile Vision-Based Assistance.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

BIER - Boosting Independent Embeddings Robustly.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Scalable Surface Reconstruction from Point Clouds with Extreme Scale and Density Diversity.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

The 3D-Pitoti Dataset: A Dataset for high-resolution 3D Surface Segmentation.
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017

Primitive-based Surface Regularization for Urban 3D Reconstruction.
Proceedings of the British Machine Vision Conference 2017, 2017

OctNetFusion: Learning Depth Fusion from Data.
Proceedings of the 2017 International Conference on 3D Vision, 2017

2016
An Event-Driven Stereo System for Real-Time 3-D 360° Panoramic Vision.
IEEE Trans. Industrial Electronics, 2016

Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization.
JOCCH, 2016

Special Issue on Visual Tracking.
Computer Vision and Image Understanding, 2016

ATGV-Net: Accurate Depth Super-Resolution.
CoRR, 2016

A Deep Primal-Dual Network for Guided Depth Super-Resolution.
CoRR, 2016

PetroSurf3D - A high-resolution 3D Dataset of Rock Art for Surface Segmentation.
CoRR, 2016

Grid Loss: Detecting Occluded Faces.
CoRR, 2016

UAV-based Autonomous Image Acquisition with Multi-View Stereo Quality Assurance by Confidence Prediction.
CoRR, 2016

Using Self-Contradiction to Learn Confidence Measures in Stereo Vision.
CoRR, 2016

Direct Stereo Visual Odometry based on Lines.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Regressing Heatmaps for Multiple Landmark Localization Using CNNs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

A Detailed Description of Direct Stereo Visual Odometry Based on Lines.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2016

Automated Segmentation of the Walkable Area from Aerial Images for Evacuation Simulation.
Proceedings of the GISTAM 2016, 2016

ATGV-Net: Accurate Depth Super-Resolution.
Proceedings of the Computer Vision - ECCV 2016, 2016

Grid Loss: Detecting Occluded Faces.
Proceedings of the Computer Vision - ECCV 2016, 2016

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016


UAV-Based Autonomous Image Acquisition with Multi-view Stereo Quality Assurance by Confidence Prediction.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Using Self-Contradiction to Learn Confidence Measures in Stereo Vision.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Deep Primal-Dual Network for Guided Depth Super-Resolution.
Proceedings of the British Machine Vision Conference 2016, 2016

Efficient Model Averaging for Deep Neural Networks.
Proceedings of the Computer Vision - ACCV 2016, 2016

Regularized 3D Modeling from Noisy Building Reconstructions.
Proceedings of the Fourth International Conference on 3D Vision, 2016

2015
Guest Editorial: Scale Space and Variational Methods.
Journal of Mathematical Imaging and Vision, 2015

Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties.
CoRR, 2015

Performance Evaluation of Vision-Based Algorithms for MAVs.
CoRR, 2015

Building with Drones: Accurate 3D Facade Reconstruction using MAVs.
CoRR, 2015

A Framework for Articulated Hand Pose Estimation and Evaluation.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Building with drones: Accurate 3D facade reconstruction using MAVs.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

MANGO - Mobile Augmented Reality with Functional Eating Guidance and Food Awareness.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

Anatomical Landmark Detection in Medical Applications Driven by Synthetic Data.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Conditioned Regression Models for Non-blind Single Image Super-Resolution.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Variational Depth Superresolution Using Example-Based Edge Representations.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Pairwise linear regression: An efficient and fast multi-view facial expression recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Interactive segmentation of rock-art in high-resolution 3D reconstructions.
Proceedings of the 2015 Digital Heritage, Granada, Spain, September 28 - October 2, 2015, 2015

Line3D: Efficient 3D Scene Abstraction for the Built Environment.
Proceedings of the Pattern Recognition - 37th German Conference, 2015

Fast and accurate image upscaling with super-resolution forests.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Event-driven stereo matching for real-time 3D panoramic vision.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

In defense of color-based model-free tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Encoding based saliency detection for videos and images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Depth Restoration via Joint Training of a Global Regression Model and CNNs.
Proceedings of the British Machine Vision Conference 2015, 2015

Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties.
Proceedings of the British Machine Vision Conference 2015, 2015

Learning Depth Calibration of Time-of-Flight Cameras.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Mahalanobis Distance Learning for Person Re-identification.
Proceedings of the Person Re-Identification, 2014

Augmented Reality for Construction Site Monitoring and Documentation.
Proceedings of the IEEE, 2014

Structured Labels in Random Forests for Semantic Labelling and Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

A novel method for the analysis of sequential actions in team handball.
Int. J. Comp. Sci. Sport, 2014

Indoor Activity Detection and Recognition for Sport Games Analysis.
CoRR, 2014

Assessing the Quality of Web Content.
CoRR, 2014

Geometric Abstraction from Noisy Image-Based 3D Reconstructions.
CoRR, 2014

Revisiting loss-specific training of filter-based MRFs for image restoration.
CoRR, 2014

Learning ℓ1-based analysis and synthesis sparsity priors using bi-level optimization.
CoRR, 2014

Automatic Glottis Segmentation from Laryngeal High-Speed Videos Using 3D Active Contours.
Proceedings of the Medical Image Understanding and Analysis, 2014

Fully Automatic Bone Age Estimation from Left Hand MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Towards Automatic Bone Age Estimation from MRI: Localization of 3D Anatomical Landmarks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Determination of legal majority age from 3D magnetic resonance images of the radius bone.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Active monocular localization: Towards autonomous monocular exploration for multirotor MAVs.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014


Hough Forests Revisited: An Approach to Multiple Instance Tracking from Multiple Cameras.
Proceedings of the Pattern Recognition - 36th German Conference, 2014

Accurate Object Detection with Joint Classification-Regression Random Forests.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Occlusion Geodesics for Online Multi-object Tracking.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Hough Networks for Head Pose Estimation and Facial Feature Localization.
Proceedings of the British Machine Vision Conference, 2014

Semi-Global 3D Line Modeling for Incremental Structure-from-Motion.
Proceedings of the British Machine Vision Conference, 2014

CP-Census: A Novel Model for Dense Variational Scene Flow from RGB-D Data.
Proceedings of the British Machine Vision Conference, 2014

Improving Sparse 3D Models for Man-Made Environments Using Line-Based 3D Reconstruction.
Proceedings of the 2nd International Conference on 3D Vision, 2014

aTGV-SF: Dense Variational Scene Flow through Projective Warping and Higher Order Regularization.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
Visual Localization for Micro Aerial Vehicles in Urban Outdoor Environments.
Proceedings of the Advanced Topics in Computer Vision, 2013

Learning Object Detectors in Stationary Environments.
Proceedings of the Advanced Topics in Computer Vision, 2013

Global localization of 3D anatomical structures by pre-filtered Hough Forests and discrete optimization.
Medical Image Analysis, 2013

Segmentation-based tracking by support fusion.
Computer Vision and Image Understanding, 2013

Hough-based tracking of non-rigid objects.
Computer Vision and Image Understanding, 2013

Pulmonary Vascular Tree Segmentation from Contrast-Enhanced CT Images
CoRR, 2013

Probabilistic Range Image Integration for DSM and True-Orthophoto Generation.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Minimizing TGV-Based Variational Models with Non-convex Data Terms.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

One-shot learning of anatomical structure localization models.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Alternating Regression Forests for Object Detection and Pose Estimation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Image Guided Depth Upsampling Using Anisotropic Total Generalized Variation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Multi-modality depth map fusion using primal-dual optimization.
Proceedings of the IEEE International Conference on Computational Photography, 2013

Ordinal Random Forests for Object Detection.
Proceedings of the Pattern Recognition - 35th German Conference, 2013

Efficient Retrieval for Large Scale Metric Learning.
Proceedings of the Pattern Recognition - 35th German Conference, 2013

Revisiting Loss-Specific Training of Filter-Based MRFs for Image Restoration.
Proceedings of the Pattern Recognition - 35th German Conference, 2013

Optimizing 1-Nearest Prototype Classifiers.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Alternating Decision Forests.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Robust Real-Time Tracking of Multiple Objects by Volumetric Mass Densities.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Diffusion Processes for Retrieval Revisited.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Unsupervised Object Discovery and Segmentation in Videos.
Proceedings of the British Machine Vision Conference, 2013

Incremental Surface Extraction from Sparse Structure-from-Motion Point Clouds.
Proceedings of the British Machine Vision Conference, 2013

Incremental Line-based 3D Reconstruction using Geometric Constraints.
Proceedings of the British Machine Vision Conference, 2013

Flexible and User-Centric Camera Calibration using Planar Fiducial Markers.
Proceedings of the British Machine Vision Conference, 2013

2012
On-line inverse multiple instance boosting for classifier grids.
Pattern Recognition Letters, 2012

Fast variational multi-view segmentation through backprojection of spatial constraints.
Image Vision Comput., 2012

Evolutionary Hough Games for coherent object detection.
Computer Vision and Image Understanding, 2012

Large-scale, dense city reconstruction from user-contributed photos.
Computer Vision and Image Understanding, 2012

Forensic-Case Analysis: From 3D Imaging to Interactive Visualization.
IEEE Computer Graphics and Applications, 2012

Context-Sensitive Decision Forests for Object Detection.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Fast Anatomical Structure Localization Using Top-Down Image Patch Regression.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Pushing the limits of stereo using variational stereo estimation.
Proceedings of the 2012 IEEE Intelligent Vehicles Symposium, 2012

Interactive 4D overview and detail visualization in augmented reality.
Proceedings of the 11th IEEE International Symposium on Mixed and Augmented Reality, 2012

Geo-referenced 3D reconstruction: Fusing public geographic data and aerial imagery.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

RoμNect: Hand mounted depth sensing using a commodity gaming sensor.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Dense appearance modeling and efficient learning of camera transitions for person re-identification.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Depth coded shape from focus.
Proceedings of the 2012 IEEE International Conference on Computational Photography, 2012

Simultaneous Shape and Pose Adaption of Articulated Models Using Linear Optimization.
Proceedings of the Computer Vision - ECCV 2012, 2012

Hough Regions for Joining Instance Localization and Segmentation.
Proceedings of the Computer Vision - ECCV 2012, 2012

Learn to Move: Activity Specific Motion Models for Tracking by Detection.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Relaxed Pairwise Learned Metric for Person Re-identification.
Proceedings of the Computer Vision - ECCV 2012, 2012

Synergy-Based Learning of Facial Identity.
Proceedings of the Pattern Recognition, 2012

Dense reconstruction on-the-fly.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Joint motion estimation and segmentation of complex scenes with label costs and occlusion modeling.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Irregular lattices for complex shape grammar facade parsing.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Large scale metric learning from equivalence constraints.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Structured Local Predictors for image labelling.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Discriminative Hough Forests for Object Detection.
Proceedings of the British Machine Vision Conference, 2012

On Cross-Spectral Stereo Matching using Dense Gradient Features.
Proceedings of the British Machine Vision Conference, 2012

Online Feedback for Structure-from-Motion Image Acquisition.
Proceedings of the British Machine Vision Conference, 2012

Learning Edge-Specific Kernel Functions For Pairwise Graph Matching.
Proceedings of the British Machine Vision Conference, 2012

Person Re-identification by Efficient Impostor-Based Metric Learning.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

Detecting Partially Occluded Objects with an Implicit Shape Model Random Field.
Proceedings of the Computer Vision - ACCV 2012, 2012

Visual Landmark-Based Localization for MAVs Using Incremental Feature Updates.
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

Rapid Skin: Estimating the 3D Human Pose and Shape in Real-Time.
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

2011
Special issue on Optimization for vision, graphics and medical imaging: Theory and applications.
Computer Vision and Image Understanding, 2011

A Free-Viewpoint Virtual Mirror with Marker-Less User Interaction.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Catadioptric Silhouette-Based Pose Estimation from Learned Models.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Person Re-identification by Descriptive and Discriminative Classification.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Highly Consistent Sequential Segmentation.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Efficient Minimization of the Non-local Potts Model.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Neural Process Reconstruction from Sparse User Scribbles.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Evaluation of Fast 2D and 3D Medical Image Retrieval Approaches Based on Image Miniatures.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011

Robust planar target tracking and pose estimation from a single concavity.
Proceedings of the 10th IEEE International Symposium on Mixed and Augmented Reality, 2011

CD SLAM - Continuous localization and mapping in a dynamic world.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Natural landmark-based monocular localization for MAVs.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Multi-camera multi-object tracking by robust hough-based homography projections.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Multi-cue learning and visualization of unusual events.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Fast and accurate environment modeling using three-dimensional occupancy grids.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Annotated Facial Landmarks in the Wild: A large-scale, real-world database for facial landmark localization.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Online 3D reconstruction using convex optimization.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Structured class-labels in random forests for semantic image labelling.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Hough-based tracking of non-rigid objects.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Optical Flow Guided TV-L1 Video Interpolation and Restoration.
Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011

Global Relabeling for Continuous Optimization in Binary Image Segmentation.
Proceedings of the Energy Minimazation Methods in Computer Vision and Pattern Recognition, 2011

Multiple Instance Boosting for Face Recognition in Videos.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

Automatic alignment of 3D reconstructions using a Digital Surface Model.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

μNect: On using a gaming RGBD camera in micro-metrology applications.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Microscopic shape from focus with optimal illumination.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Improving classifiers with unlabeled weakly-related videos.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Efficient structure from motion with weak position and orientation priors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Supervised local subspace learning for continuous head pose estimation.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Skeletal Graph Based Human Pose Estimation in Real-Time.
Proceedings of the British Machine Vision Conference, 2011

On-line Hough Forests.
Proceedings of the British Machine Vision Conference, 2011

GPSlam: Marrying Sparse Geometric and Dense Probabilistic Visual Mapping.
Proceedings of the British Machine Vision Conference, 2011

Discriminative Learning of Contour Fragments for Object Detection.
Proceedings of the British Machine Vision Conference, 2011

Semantic Image Labelling as a Label Puzzle Game.
Proceedings of the British Machine Vision Conference, 2011

TGV-Fusion.
Proceedings of the Rainbow of Computer Science, 2011

Next-generation 3D visualization for visual surveillance.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

Learning to recognize faces from videos and weakly related information cues.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

AVSS 2011 demo session: Construction site monitoring from highly-overlapping MAV images.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

AVSS 2011 demo session: OUTLIER - online learning and visualization of unusual events.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Global Solutions of Variational Models with Convex Regularization.
SIAM J. Imaging Sciences, 2010

Context information from search engines for document recognition.
Pattern Recognition Letters, 2010

Modelling fingerprint ridge orientation using Legendre polynomials.
Pattern Recognition, 2010

Localization and Trajectory Reconstruction in Surveillance Cameras with Nonoverlapping Views.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Segmentation of interwoven 3d tubular tree structures utilizing shape priors and graph cuts.
Medical Image Analysis, 2010

Generalized sparse MRF appearance models.
Image Vision Comput., 2010

IS-Match: Partial Shape Matching by Efficiently Solving an Order Preserving Assignment Problem.
IPSJ Trans. Computer Vision and Applications, 2010

Autonomous Audio-Supported Learning of Visual Classifiers for Traffic Monitoring.
IEEE Intelligent Systems, 2010

Aerial Computer Vision for a 3D Virtual Habitat.
IEEE Computer, 2010

Catadioptric Multiview Pose Estimation for Robotic Pick and Place.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Optical flow based deformable volume registration using a novel second-order regularization prior.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Localization of 3D Anatomical Structures Using Random Forests and Discrete Optimization.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

Intensity-Based Congealing for Unsupervised Joint Image Alignment.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Inverse Multiple Instance Learning for Classifier Grids.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Novel Multi View Structure Estimation Based on Barycentric Coordinates.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Pose Estimation of Known Objects by Efficient Silhouette Matching.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Detecting Paper Fibre Cross Sections in Microtomy Images.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

On-Line Random Naive Bayes for Tracking.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Shape Guided Maximally Stable Extremal Region (MSER) Tracking.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Shape Prototype Signatures for Action Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Object Tracking by Structure Tensor Analysis.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

The narcissistic robot: Robot calibration using a mirror.
Proceedings of the 11th International Conference on Control, 2010

An omnidirectional Time-of-Flight camera and its application to indoor SLAM.
Proceedings of the 11th International Conference on Control, 2010

Robust Multi-View Boosting with Priors.
Proceedings of the Computer Vision, 2010

Using Partial Edge Contour Matches for Efficient Object Category Localization.
Proceedings of the Computer Vision - ECCV 2010, 2010

MIForests: Multiple-Instance Learning with Randomized Trees.
Proceedings of the Computer Vision - ECCV 2010, 2010

Unsupervised Facade Segmentation Using Repetitive Patterns.
Proceedings of the Pattern Recognition, 2010

A Convex Approach for Variational Super-Resolution.
Proceedings of the Pattern Recognition, 2010

Efficient Object Detection Using Orthogonal NMF Descriptor Hierarchies.
Proceedings of the Pattern Recognition, 2010

On-Line Multi-view Forests for Tracking.
Proceedings of the Pattern Recognition, 2010

Exploiting Redundancy for Aerial Image Fusion Using Convex Optimization.
Proceedings of the Pattern Recognition, 2010

On-line semi-supervised multiple-instance boosting.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Motion estimation with non-local total variation regularization.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Occlusion detection for ICAO compliant facial photographs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

TransientBoost: On-line boosting with transient data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

FlowGames.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

PROST: Parallel robust online simple tracking.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Online multi-class LPBoost.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Multiple instance learning from multiple cameras.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Variational segmentation of elongated volumetric structures.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Context-driven clustering by multi-class classification in an active learning framework.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Linked edges as stable region boundaries.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Learning of Scene-Specific Object Detectors by Classifier Co-Grids.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Automatic Detection and Reading of Dangerous Goods Plates.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Audio-Visual Co-Training for Vehicle Classification.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Interactive Multi-label Segmentation.
Proceedings of the Computer Vision - ACCV 2010, 2010

Temporal Feature Weighting for Prototype-Based Action Recognition.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Automatic Quantification of Joint Space Narrowing and Erosions in Rheumatoid Arthritis.
IEEE Trans. Med. Imaging, 2009

Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets.
IEEE Trans. Med. Imaging, 2009

A level set framework using a new incremental, robust Active Shape Model for object segmentation and tracking.
Image Vision Comput., 2009

Editorial Special Issue ECCV 2006.
International Journal of Computer Vision, 2009

Efficient Classification for Large-scale Problems by Multiple LDA Subspaces.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Efficient Robust Active Appearance Model Fitting.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2009

Active Appearance Model Fitting under Occlusion using Fast-robust PCA.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Fast-Robust PCA.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Instant Action Recognition.
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

A Variational Model for Interactive Shape Prior Segmentation and Real-Time Tracking.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Eye Blink Based Fatigue Detection for Prevention of Computer Vision Syndrome.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Weakly Supervised Group-Wise Model Learning Based on Discrete Optimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

A Variational Approach to Semiautomatic Generation of Digital Terrain Models.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Multiple target detection and tracking with guaranteed framerates on mobile phones.
Proceedings of the Science & Technology Proceedings, 2009

3D-MAM: 3D morphable appearance model for efficient fine head pose estimation from still images.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

On-line Random Forests.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Efficient human action recognition by cascaded linear classifcation.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

On robustness of on-line boosting - a competitive study.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Semantic classification by covariance descriptors within a randomized forest.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Structure- and motion-adaptive regularization for high accuracy optic flow.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

An algorithm for minimizing the Mumford-Shah functional.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Semi-Supervised Random Forests.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Saliency driven total variation segmentation.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Active Fingerprint Ridge Orientation Models.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Tracking as Segmentation of Spatial-Temporal Volumes by Anisotropic Weighted TV.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

Regularized multi-class semi-supervised boosting.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Classifier grids for robust adaptive object detection.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

A convex relaxation approach for computing minimal partitions.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

From structure-from-motion point clouds to fast location recognition.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Fast human detection in crowded scenes by contour integration and local shape estimation.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Anisotropic Huber-L1 Optical Flow.
Proceedings of the British Machine Vision Conference, 2009

Interactive Texture Segmentation using Random Forests and Total Variation.
Proceedings of the British Machine Vision Conference, 2009

Bag of Optical Flow Volumes for Image Sequence Recognition.
Proceedings of the British Machine Vision Conference, 2009

Semantic Image Classification using Consistent Regions and Individual Context.
Proceedings of the British Machine Vision Conference, 2009

Beyond Pairwise Shape Similarity Analysis.
Proceedings of the Computer Vision, 2009

Semantic Classification in Aerial Imagery by Integrating Appearance and Height Information.
Proceedings of the Computer Vision, 2009

Efficient Partial Shape Matching of Outer Contours.
Proceedings of the Computer Vision, 2009

Detection of Singularities in Fingerprint Images Using Linear Phase Portraits.
Proceedings of the Handbook of Remote Biometrics, 2009

Online Learning of Person Detectors by Co-Training from Multiple Cameras.
Proceedings of the Multi-Camera Networks, 2009

2008
Conservative Learning for Object Detectors.
Proceedings of the Machine Learning Techniques for Multimedia, 2008

Toward Self-Paced Brain-Computer Communication: Navigation Through Virtual Worlds.
IEEE Trans. Biomed. Engineering, 2008

Real-time object recognition using local features on a DSP-based embedded system.
J. Real-Time Image Processing, 2008

Robust Person Detection for Surveillance Using Online Learning.
Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008

Time Dependent On-line Boosting for Robust Background Modeling.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Extracting Curve Skeletons from Gray Value Images for Virtual Endoscopy.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

Comparison of Multiple View Strategies to Reduce False Positives in Breast Imaging.
Proceedings of the Digital Mammography, 2008

On-line Boosting Learning for Hand Tracking and Recognition.
Proceedings of the 2008 International Conference on Image Processing, 2008

Online object recognition by MSER trajectories.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Tracking across non-overlapping views via geometry.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Robust tracking of spatial related components.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Training sequential on-line boosting classifier for visual tracking.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A probabilistic approach for tracking fibers.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Using web search engines to improve text recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Real time appearance based hand tracking.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Using covariance matrices for unsupervised texture segmentation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Visual on-line learning in distributed camera networks.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Classifier fusion for robust ICAO compliant face analysis.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

An active boosting-based learning framework for real-time hand detection.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Fusion of Feature- and Area-Based Information for Urban Buildings Modeling from Aerial Imagery.
Proceedings of the Computer Vision, 2008

Continuous Energy Minimization Via Repeated Binary Fusion.
Proceedings of the Computer Vision, 2008

SERBoost: Semi-supervised Boosting with Expectation Regularization.
Proceedings of the Computer Vision, 2008

A Convex Formulation of Continuous Multi-label Problems.
Proceedings of the Computer Vision, 2008

Semi-supervised On-Line Boosting for Robust Tracking.
Proceedings of the Computer Vision, 2008

An Improved Algorithm for TV-L 1 Optical Flow.
Proceedings of the Statistical and Geometrical Approaches to Visual Motion Analysis, 2008

An Unbiased Second-Order Prior for High-Accuracy Motion Estimation.
Proceedings of the Pattern Recognition, 2008

Boosting for Model-Based Data Clustering.
Proceedings of the Pattern Recognition, 2008

Efficient Tracking as Linear Program on Weak Binary Classifiers.
Proceedings of the Pattern Recognition, 2008

A Novel Approach for Detection of Tubular Objects and Its Application to Medical Image Analysis.
Proceedings of the Pattern Recognition, 2008

What can missing correspondences tell us about 3D structure and motion?
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

3D tracking in unknown environments using on-line keypoint learning for mobile augmented reality.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Active sampling via tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Curvature preserving fingerprint ridge orientation smoothing using Legendre polynomials.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Fast and exact solution of Total Variation models on the GPU.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Semi-supervised boosting using visual similarity learning.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

TVSeg - Interactive Total Variation Based Image Segmentation.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

Fast Non-Rigid Object Boundary Tracking.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

On Combining Classifiers for Assessing Portrait Image Compliance with ICAO/ISO Standards.
Proceedings of the BIOSIG 2008, 2008

2007
Viewing Moving Objects in Virtual Reality Can Change the Dynamics of Sensorimotor EEG Rhythms.
Presence, 2007

Weighted and robust learning of subspace representations.
Pattern Recognition, 2007

Multiple appearance models.
Pattern Recognition, 2007

Algorithmic Differentiation: Application to Variational Problems in Computer Vision.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Visual Tracking of Athletes in Beach Volleyball Using a Single Camera.
Int. J. Comp. Sci. Sport, 2007

Autonomous Multicamera Tracking on Embedded Smart Cameras.
EURASIP J. Emb. Sys., 2007

The Self-Paced Graz Brain-Computer Interface: Methods and Applications.
Comp. Int. and Neurosc., 2007

Watertight Multi-view Reconstruction Based on Volumetric Graph-Cuts.
Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

On-line Boosting for Car Detection from Aerial Images.
Proceedings of the 2007 IEEE International Conference on Research, 2007

A Duality Based Algorithm for TV- L 1-Optical-Flow Image Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Robust Autonomous Model Learning from 2D and 3D Data Sets.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Object Localization Based on Markov Random Fields and Symmetry Interest Points.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

A Powerful Strategy for Segmenting Interdigitated and Crimped Fiber Bundles in Biological Soft Tissues.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Dual-Layer Visual Vocabulary Tree Hypotheses for Object Recognition.
Proceedings of the International Conference on Image Processing, 2007

Object Reacquisition and Tracking in Large-Scale Smart Camera Networks.
Proceedings of the 2007 First ACM/IEEE International Conference on Distributed Smart Cameras, 2007

A Globally Optimal Algorithm for Robust TV-L1 Range Image Integration.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

A 3D Teacher for Car Detection in Aerial Images.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Towards Wiki-based Dense City Modeling.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Recognizing cars in aerial imagery to improve orthophotos.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

A Duality Based Approach for Realtime TV-L1 Optical Flow.
Proceedings of the Pattern Recognition, 2007

Mumford-Shah Meets Stereo: Integration of Weak Depth Hypotheses.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Eigenboosting: Combining Discriminative and Generative Information.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Learning Features for Tracking.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

ROI-SEG: Unsupervised Color Segmentation by Combining Differently Focused Sub Results.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Robust Local Features and their Application in Self-Calibration and Object Recognition on Embedded Systems.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Real-Time License Plate Recognition on an Embedded DSP-Platform.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Binary Co-occurrences of Weak Descriptors.
Proceedings of the British Machine Vision Conference 2007, 2007

Incremental LDA Learning by Combining Reconstructive and Discriminative Approaches.
Proceedings of the British Machine Vision Conference 2007, 2007

Sparse MRF Appearance Models for Fast Anatomical Structure Localisation.
Proceedings of the British Machine Vision Conference 2007, 2007

People tracking across two distant self-calibrated cameras.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

Flea, Do You Remember Me?
Proceedings of the Computer Vision, 2007

Detecting, Tracking and Recognizing License Plates.
Proceedings of the Computer Vision, 2007

2006
Fast Active Appearance Model Search Using Canonical Correlation Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Human Tracking by Fast Mean Shift Mode Seeking.
Journal of Multimedia, 2006

Piecewise planar scene reconstruction from sparse correspondences.
Image Vision Comput., 2006

Realtime automatic metal extraction of medical x-ray images for contrast improvement.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Automatic Point Landmark Matching for Regularizing Nonlinear Intensity Registration: Application to Thoracic CT Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Modeling and characterizing collagen fiber bundles.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

3D and Infrared Face Reconstruction from RGB data using Canonical Correlation Analysis.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Fundamental matrix and slightly overlapping views.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Active Feature Models.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

3D Segmentation by Maximally Stable Volumes (MSVs).
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Multiple Object Tracking Using Local PCA.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Color Blob Segmentation by MSER Analysis.
Proceedings of the International Conference on Image Processing, 2006

SIFT and Shape Context for Feature-Based Nonlinear Registration of Thoracic CT Images.
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006

A Probabilistic Multi-phase Model for Variational Image Segmentation.
Proceedings of the Pattern Recognition, 2006

On-Line, Incremental Learning of a Robust Active Shape Model.
Proceedings of the Pattern Recognition, 2006

On-line Boosting and Vision.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Efficient Maximally Stable Extremal Region (MSER) Tracking.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

TRICam - An Embedded Platform for Remote Traffic Surveillance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Real-Time Tracking via On-line Boosting.
Proceedings of the British Machine Vision Conference 2006, 2006

Fast Approximated SIFT.
Proceedings of the Computer Vision, 2006

Efficient Sparse 3D Reconstruction by Space Sweeping.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
Robust active appearance models and their application to medical image analysis.
IEEE Trans. Med. Imaging, 2005

Efficient representation of in-plane rotation within a PCA framework.
Image Vision Comput., 2005

On-board Data Processing to Lower Bandwidth Requirements on an Infrared Astronomy Satellite: Case of Herschel-PACS Camera.
EURASIP J. Adv. Sig. Proc., 2005

A Novel Robust Tube Detection Filter for 3D Centerline Extraction.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

MSCC: Maximally Stable Corner Clusters.
Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

A New Automated Microtomy Concept for 3D Paper Structure Analysis.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

Robust Active Appearance Model Matching.
Proceedings of the Information Processing in Medical Imaging, 2005

Online Auto-Calibration in Man-Made Worlds.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

Automatic Foreground Propagation in Image Sequences for 3D Reconstruction.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Conservative Visual Learning for Object Detection with Minimal Hand Labeling Effort.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Recognition of 3D Objects by Learning from Correspondences in a Sequence of Unlabeled Training Images.
Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Optimal Sub-Shape Models by Minimum Description Length.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

A novel performance evaluation method of local detectors on non-planar scenes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

A Clique of Active Appearance Models by Minimum Description Length.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

A Robust Matching Algorithm for Active Appearance Models.
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005

2004
Automatic analysis of collagen fiber orientation in the outermost layer of human arteries.
Pattern Anal. Appl., 2004

Associative Memory Based Image and Object Recognition by Quantum Holography.
Open Syst. Inform. Dynam., 2004

Illumination insensitive recognition using eigenspaces.
Computer Vision and Image Understanding, 2004

Hierarchical Disparity Estimation with Programmable Graphics Hardware.
Proceedings of the 12-th International Conference in Central Europe on Computer Graphics, 2004

Efficient Implementation of Higher Order Image Interpolation.
Proceedings of the 12-th International Conference in Central Europe on Computer Graphics, 2004

Attentive Object Detection Using an Information Theoretic Saliency Measure.
Proceedings of the Attention and Performance in Computational Vision, 2004

Illumination Insensitive Robot Self-Localization Using Panoramic Eigenspaces.
Proceedings of the RoboCup 2004: Robot Soccer World Cup VIII, 2004

Liver segment approximation in CT data for surgical resection planning.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Performance Evaluation Metrics for Motion Detection and Tracking.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

The Epipolar Geometry of the Log-Polar Image Plane.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A Feasibility study of On-Board Data Compression for Infrared Cameras of Space Observatories.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Object Recognition Using Local Information Content.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Natural, Salient Image Patches for Robot Localization.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Estimating the Stretching Characteristics of Fiber Bundles in Microscopic Images.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Human detection in groups using a fast mean shift procedure.
Proceedings of the 2004 International Conference on Image Processing, 2004

Learning to Focus Attention on Discriminative Regions for Object Detection.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Camera Calibration from a Single Night Sky Image.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Rapid Object Recognition from Discriminative Regions of Interest.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003
Appearance models based on kernel canonical correlation analysis.
Pattern Recognition, 2003

Kernel and subspace methods for computer vision.
Pattern Recognition, 2003

Robust DNA microarray image analysis.
Mach. Vis. Appl., 2003

ASM Driven Snakes in Rheumatoid Arthritis Assessment.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Detecting Distinguished Regions by Saliency.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Fast 3D Mean Shift Filter for CT Images.
Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Shape-based detection of humans for video surveillance applications.
Proceedings of the 2003 International Conference on Image Processing, 2003

On Robust Regression in Photogrammetric Point Clouds.
Proceedings of the Pattern Recognition, 2003

Determining Position and Fine Shape Detail in Radiological Anatomy.
Proceedings of the Pattern Recognition, 2003

A Hybrid Fingerprint Verification Matcher on Card.
Proceedings of the BIOSIG 2003, 2003

2002
Multiple eigenspaces.
Pattern Recognition, 2002

Hierarchical Top Down Enhancement of Robust PCA.
Proceedings of the Structural, 2002

A Gradient-Based Eigenspace Approach to Dealing with Occlusions and Non-Gaussian Noise.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Efficient Alignment of Fingerprint Images.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Mobile Robot Localization Under Varying Illumination.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Fast object recognition and pose determination.
Proceedings of the 2002 International Conference on Image Processing, 2002

A Robust PCA Algorithm for Building Representations from Panoramic Images.
Proceedings of the Computer Vision, 2002

Head Detection and Localization from Sparse 3D Data.
Proceedings of the Pattern Recognition, 2002

2001
View-based object representations using RBF networks.
Image Vision Comput., 2001

Memory efficient fingerprint verification.
Proceedings of the 2001 International Conference on Image Processing, 2001

Illumination Insensitive Eigenspaces.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Nonlinear Feature Extraction Using Generalized Canonical Correlation Analysis.
Proceedings of the Artificial Neural Networks, 2001

Robust Methods.
Proceedings of the Digital Image Analysis - Selected Techniques and Applications, 2001

Hierarchies.
Proceedings of the Digital Image Analysis - Selected Techniques and Applications, 2001

2000
Robust Recognition Using Eigenimages.
Computer Vision and Image Understanding, 2000

Recognizing Objects by Their Appearance Using Eigenimages.
Proceedings of the SOFSEM 2000: Theory and Practice of Informatics, 27th Conference on Current Trends in Theory and Practice of Informatics, Milovy, Czech Republic, November 25, 2000

Robust Parametric and Semi-Parametric Spot Fitting for Spot Array Images.
Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology, 2000

Content Based Image Retrieval Using Interest Points and Texture Features.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Fuzzy C-Means in an MDL-Framework.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Multiple Eigenspaces by MDL.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Robust Spot Fitting for Genetic Spot Array Images.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
MDL Principle for Robust Vector Quantisation.
Pattern Anal. Appl., 1999

Automatic Grid Fitting for Genetic Spot Array Images Containing Guide Spots.
Proceedings of the Computer Analysis of Images and Patterns, 8th International Conference, 1999

1998
Finding optimal neural networks for land use classification.
IEEE Trans. Geoscience and Remote Sensing, 1998

An efficient MDL-based construction of RBF networks.
Neural Networks, 1998

Robust Vector Quantization by MDL.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998

A robust subspace classifier.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

MDL-based design of vector quantizers.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Robust Recognition of Scaled Eigenimages through a Hierarchical Approach.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997
Adaptive combination of PCA and VQ networks.
IEEE Trans. Neural Networks, 1997

Computational Complexity Reduction in Eigenspace Approaches.
Proceedings of the Computer Analysis of Images and Patterns, 7th International Conference, 1997

1996
Voronoi Pyramids Controlled by Hopfield Neural Networks.
Computer Vision and Image Understanding, 1996

Hierarchies of autoassociators.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Complexity optimization of adaptive RBF networks.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Dealing with occlusions in the eigenspace approach.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1994
PCA-Pyramids for Image Compression.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994

Fuzzy curve pyramid.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Voronoi pyramids and Hopfield networks.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1992
Multispectral classification of Landsat-images using neural networks.
IEEE Trans. Geoscience and Remote Sensing, 1992

Neural Network "Surgery": Transplantation of Hidden Units.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992

1990
Verwendung von neuralen Netzwerken zur Klassifikation natürlicher Objekte am Beispiel der Baumerkennung aus Farb-Infrarot-Luftbildern.
Proceedings of the Konnektionismus in Artificial Intelligence und Kognitionsforschung. Proceedings 6. Österreichische Artificial Intelligence-Tagung (KONNAI), 1990


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