David Suter
Orcid: 0000-0001-6306-3023
According to our database1,
David Suter
authored at least 204 papers
between 1988 and 2024.
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Bibliography
2024
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction.
CoRR, 2024
AACLiteNet: A Lightweight Model for Detection of Fine-Grained Abdominal Aortic Calcification.
CoRR, 2024
Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation.
CoRR, 2024
Estimating Blood Alcohol Level Through Facial Features for Driver Impairment Assessment.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
A Hybrid CNN-Transformer Feature Pyramid Network for Granular Abdominal Aortic Calcification Detection from DXA Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024
StratXplore: Strategic Novelty-seeking and Instruction-aligned Exploration for Vision and Language Navigation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024
An Exploration of Diabetic Foot Osteomyelitis X-ray Data for Deep Learning Applications.
Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
Generalized framework for image and video object segmentation using affinity learning and message passing GNNS.
Comput. Vis. Image Underst., November, 2023
An Information-Theoretic Method to Automatic Shortcut Avoidance and Domain Generalization for Dense Prediction Tasks.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023
Unsupervised Learning for Maximum Consensus Robust Fitting: A Reinforcement Learning Approach.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023
A novel convolutional neural network structure for differential diagnosis of wide QRS complex tachycardia.
Biomed. Signal Process. Control., March, 2023
What Is Near?: Room Locality Learning for Enhanced Robot Vision-Language-Navigation in Indoor Living Environments.
CoRR, 2023
SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
Semantic Guided Long Range Stereo Depth Estimation for Safer Autonomous Vehicle Applications.
IEEE Trans. Intell. Transp. Syst., 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Show, Attend and Detect: Towards Fine-Grained Assessment of Abdominal Aortic Calcification on Vertebral Fracture Assessment Scans.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Image and Vision Computing - 37th International Conference, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting.
Int. J. Comput. Vis., 2021
CoRR, 2021
Achieving Domain Robustness in Stereo Matching Networks by Removing Shortcut Learning.
CoRR, 2021
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Motion Segmentation of RGB-D Sequences: Combining Semantic and Motion Information Using Statistical Inference.
IEEE Trans. Image Process., 2020
CoRR, 2020
Proceedings of the Digital Image Computing: Techniques and Applications, 2020
Impact of Neural Architecture Design on Cardiac Abnormality Classification Using 12-lead ECG Signals.
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020
End-to-End Learning of Object Motion Estimation from Retinal Events for Event-Based Object Tracking.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting.
IEEE Trans. Pattern Anal. Mach. Intell., 2019
Int. J. Comput. Vis., 2019
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
2017
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, ISBN: 978-3-031-01818-3, 2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Efficient guided hypothesis generation for multi-structure epipolar geometry estimation.
Comput. Vis. Image Underst., 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Theoretical analysis of hough transform optimal cell size: Segmentation of nearby lines.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
2014
IEEE Trans. Image Process., 2014
Pattern Recognit., 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
J. Math. Imaging Vis., 2014
Int. J. Comput. Vis., 2014
Proceedings of the Symposium on Interactive 3D Graphics and Games, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
Pattern Recognit., 2013
A Multiple Hypothesis Tracker for Multitarget Tracking With Multiple Simultaneous Measurements.
IEEE J. Sel. Top. Signal Process., 2013
Comput. Vis. Image Underst., 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the 16th International Conference on Information Fusion, 2013
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
Reply to "Comments on 'Joint Detection and Estimation of Multiple Objects from Image Observations'".
IEEE Trans. Signal Process., 2012
Pattern Recognit., 2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Adaptive human silhouette reconstruction based on the exploration of temporal information.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization.
Proceedings of the Computer Vision, 2012
2011
ACM Trans. Multim. Comput. Commun. Appl., 2011
Boosting histograms of descriptor distances for scalable multiclass specific scene recognition.
Image Vis. Comput., 2011
CoRR, 2011
Simultaneous Sampling and Multi-Structure Fitting with Adaptive Reversible Jump MCMC.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Bayesian integration of audio and visual information for multi-target tracking using a CB-member filter.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
IEEE Trans. Signal Process., 2010
Finite Sample Bias of Robust Estimators in Segmentation of Closely Spaced Structures: A Comparative Study.
J. Math. Imaging Vis., 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Computer Vision - ECCV 2010, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the AI 2010: Advances in Artificial Intelligence, 2010
Efficient Multi-structure Robust Fitting with Incremental Top-<i>k</i> Lists Comparison.
Proceedings of the Computer Vision - ACCV 2010, 2010
Proceedings of the Machine Learning for Human Motion Analysis - Theory and Practice., 2010
2009
IEEE Trans. Robotics, 2009
Pattern Recognit. Lett., 2009
Error Analysis in Homography Estimation by First Order Approximation Tools: A General Technique.
J. Math. Imaging Vis., 2009
Rank Constraints for Homographies over Two Views: Revisiting the Rank Four Constraint.
Int. J. Comput. Vis., 2009
3D terrestrial LIDAR classifications with super-voxels and multi-scale Conditional Random Fields.
Comput. Aided Des., 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the 12th International Conference on Information Fusion, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Int. J. Comput. Vis., 2008
Visual learning and recognition of sequential data manifolds with applications to human movement analysis.
Comput. Vis. Image Underst., 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008
Improved building detection by Gaussian processes classification via feature space rescale and spectral kernel selection.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Multi-scale Conditional Random Fields for over-segmented irregular 3D point clouds classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008
2007
IEEE Trans. Image Process., 2007
A consensus-based method for tracking: Modelling background scenario and foreground appearance.
Pattern Recognit., 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
A Bilinear Approach to the Parameter Estimation of a General Heteroscedastic Linear System, with Application to Conic Fitting.
J. Math. Imaging Vis., 2007
Inf. Media Technol., 2007
A comparision of model-based methods for knee cartilage segmentation.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the 2007 International Conference on Cyberworlds, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Recognizing Human Activities from Silhouettes: Motion Subspace and Factorial Discriminative Graphical Model.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Human Pose Extraction from Monocular Videos using Constrained Non-Rigid Factorization.
Proceedings of the British Machine Vision Conference 2007, 2007
2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
An Analysis of Linear Subspace Approaches for Computer Vision and Pattern Recognition.
Int. J. Comput. Vis., 2006
Comput. Vis. Image Underst., 2006
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006
Effective Appearance Model and Similarity Measure for Particle Filtering and Visual Tracking.
Proceedings of the Computer Vision, 2006
Real-Time Human Pose Inference using Kernel Principal Component Pre-image Approximations.
Proceedings of the British Machine Vision Conference 2006, 2006
3D Object Pose Inference via Kernel Principal Component Analysis with Image Euclidian Distance (IMED).
Proceedings of the British Machine Vision Conference 2006, 2006
Proceedings of the British Machine Vision Conference 2006, 2006
Proceedings of the Advanced Video and Signal Based Surveillance, 2006
Proceedings of the Advanced Video and Signal Based Surveillance, 2006
Proceedings of the Advanced Video and Signal Based Surveillance, 2006
A Novel Robust Statistical Method for Background Initialization and Visual Surveillance.
Proceedings of the Computer Vision, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the Computer Vision, 2006
2005
Int. J. Pattern Recognit. Artif. Intell., 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
A re-evaluation of mixture of Gaussian background modeling [video signal processing applications].
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005
Development of Semi-Automatic Segmentation Methods for Measuring Tibial Cartilage Volume.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Recovering the Missing Components in a Large Noisy Low-Rank Matrix: Application to SFM.
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Assessing the performance of corner detectors for point feature tracking applications.
Image Vis. Comput., 2004
Int. J. Comput. Vis., 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the Computer Vision, 2004
2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
False-Peaks-Avoiding Mean Shift Method for Unsupervised Peak-Valley Sliding Image Segmentation.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003
2002
Special Issue of Selected Papers from the 5th Asian Conference in Computer Vision, Melbourne, Australia, 22-25 January 2002.
Int. J. Image Graph., 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Seventh International Conference on Control, 2002
Proceedings of the Seventh International Conference on Control, 2002
Visual servo control using homography estimation for the stabilization of an X4-flyer.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
2001
Performance Prediction Analysis of a Point Feature Tracker Based on Different Motion Models.
Comput. Vis. Image Underst., 2001
2000
IEEE Trans. Medical Imaging, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Robotica, 1999
1998
Proceedings of IAPR Workshop on Machine Vision Applications, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Proceedings of the Computer Vision, 1998
Proceedings of the Computer Vision, 1998
Proceedings of the Computer Vision, 1998
1997
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1994
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
1992
Int. J. Pattern Recognit. Artif. Intell., 1992
1991
1990
Optimal topologies of transputers for different classes of problems.
Comput. Syst. Sci. Eng., 1990
1988
Incorporating Knowledge via Regularization Theory: Applications in Vision and Image Processing.
Proceedings of the AI '88: 2nd Australian Joint Artificial Intelligence Conference, 1988