David Suter

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 68

Top Venues

CoRR

IEEE Trans. Pattern Anal. Mach. Intell.

CVPR

DICTA

Publications

Mariia Khan, Yue Qiu, Yuren Cong, Jumana Abu-Khalaf, David Suter, Bodo Rosenhahn
Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation. CoRR (2024)
Ensiyeh Keshtkaran, Brodie von Berg, Grant Regan, David Suter, Syed Zulqarnain Gilani
Estimating Blood Alcohol Level Through Facial Features for Driver Impairment Assessment. WACV (2024)
Weiqin Chuah, Ruwan B. Tennakoon, Reza Hoseinnezhad, David Suter, Alireza Bab-Hadiashar
Single Domain Generalization via Normalised Cross-correlation Based Convolutions. WACV (2024)
Brandon Abela, Martin Masek, Jumana Abu-Khalaf, David Suter, Ashu Gupta
An Exploration of Diabetic Foot Osteomyelitis X-ray Data for Deep Learning Applications. AIME (2) (2024)
Muraleekrishna Gopinathan, Martin Masek, Jumana Abu-Khalaf, David Suter
Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation. ACL (1) (2024)
Giang Truong, Huu Le, Erchuan Zhang, David Suter, Syed Zulqarnain Gilani
Unsupervised Learning for Maximum Consensus Robust Fitting: A Reinforcement Learning Approach. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Weiqin Chuah, Ruwan B. Tennakoon, Reza Hoseinnezhad, David Suter, Alireza Bab-Hadiashar
Single Domain Generalization via Normalised Cross-correlation Based Convolutions. CoRR (2023)
Najmeh Fayyazifar, Girish Dwivedi, David Suter, Selam T. Ahderom, Andrew Maiorana, Owen Clarkin, Saad Balamane, Nishita Saha, Benjamin King, Martin S. Green, Mehrdad Golian, Benjamin J. W. Chow
A novel convolutional neural network structure for differential diagnosis of wide QRS complex tachycardia. Biomed. Signal Process. Control. 81 (2023)
Muraleekrishna Gopinathan, Jumana Abu-Khalaf, David Suter, Sidike Paheding, Nathir A. Rawashdeh
What Is Near?: Room Locality Learning for Enhanced Robot Vision-Language-Navigation in Indoor Living Environments. CoRR (2023)
Weiqin Chuah, Ruwan B. Tennakoon, Reza Hoseinnezhad, David Suter, Alireza Bab-Hadiashar
An Information-Theoretic Method to Automatic Shortcut Avoidance and Domain Generalization for Dense Prediction Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Afsah Saleem, Zaid Ilyas, David Suter, Ghulam Mubashar Hassan, Siobhan Reid, John T. Schousboe, Richard Prince, William D. Leslie, Joshua R. Lewis, Syed Zulqarnain Gilani
SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans. CoRR (2023)
Afsah Saleem, Zaid Ilyas, David Suter, Ghulam Mubashar Hassan, Siobhan Reid, John T. Schousboe, Richard Prince, William D. Leslie, Joshua R. Lewis, Syed Zulqarnain Gilani
SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans. MICCAI (6) (2023)
Sundaram Muthu, Ruwan B. Tennakoon, Tharindu Rathnayake, Reza Hoseinnezhad, David Suter, Alireza Bab-Hadiashar
Generalized framework for image and video object segmentation using affinity learning and message passing GNNS. Comput. Vis. Image Underst. 236 (2023)
Mariia Khan, Jumana M. Abu-Khalaf, David Suter, Bodo Rosenhahn
M3T: Multi-class Multi-instance Multi-view Object Tracking for Embodied AI Tasks. IVCNZ (2022)
Erchuan Zhang, David Suter, Giang Truong, Syed Zulqarnain Gilani
Sparse Hypergraph Community Detection Thresholds in Stochastic Block Model. NeurIPS (2022)
Weiqin Chuah, Ruwan B. Tennakoon, Reza Hoseinnezhad, Alireza Bab-Hadiashar, David Suter
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks. CVPR (2022)
Giang Truong, Huu Le, Álvaro Parra, Syed Zulqarnain Gilani, Syed M. S. Islam, David Suter
Fast Semantic-Assisted Outlier Removal for Large-scale Point Cloud Registration. CoRR (2022)
Weiqin Chuah, Ruwan B. Tennakoon, Reza Hoseinnezhad, David Suter, Alireza Bab-Hadiashar
Semantic Guided Long Range Stereo Depth Estimation for Safer Autonomous Vehicle Applications. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Anh-Dzung Doan, Michele Sasdelli, David Suter, Tat-Jun Chin
A Hybrid Quantum-Classical Algorithm for Robust Fitting. CoRR (2022)
Erchuan Zhang, David Suter, Ruwan B. Tennakoon, Tat-Jun Chin, Alireza Bab-Hadiashar, Giang Truong, Syed Zulqarnain Gilani
Maximum Consensus by Weighted Influences of Monotone Boolean Functions. CVPR (2022)
Syed Zulqarnain Gilani, Naeha Sharif, David Suter, John T. Schousboe, Siobhan Reid, William D. Leslie, Joshua R. Lewis
Show, Attend and Detect: Towards Fine-Grained Assessment of Abdominal Aortic Calcification on Vertebral Fracture Assessment Scans. MICCAI (3) (2022)
Anh-Dzung Doan, Michele Sasdelli, David Suter, Tat-Jun Chin
A Hybrid Quantum-Classical Algorithm for Robust Fitting. CVPR (2022)
Weiqin Chuah, Ruwan B. Tennakoon, Reza Hoseinnezhad, Alireza Bab-Hadiashar, David Suter
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks. CoRR (2022)
Ruwan B. Tennakoon, David Suter, Erchuan Zhang, Tat-Jun Chin, Alireza Bab-Hadiashar
Consensus Maximisation Using Influences of Monotone Boolean Functions. CVPR (2021)
Weiqin Chuah, Ruwan B. Tennakoon, Alireza Bab-Hadiashar, David Suter
Achieving Domain Robustness in Stereo Matching Networks by Removing Shortcut Learning. CoRR (2021)
Ruwan B. Tennakoon, David Suter, Erchuan Zhang, Tat-Jun Chin, Alireza Bab-Hadiashar
Consensus Maximisation Using Influences of Monotone Boolean Functions. CoRR (2021)
Huu Le, Tat-Jun Chin, Anders P. Eriksson, Thanh-Toan Do, David Suter
Deterministic Approximate Methods for Maximum Consensus Robust Fitting. IEEE Trans. Pattern Anal. Mach. Intell. 43 (3) (2021)
Guobao Xiao, Hanzi Wang, Jiayi Ma, David Suter
Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting. Int. J. Comput. Vis. 129 (7) (2021)
Haosheng Chen, Shuyuan Lin, David Suter, Yan Yan, Hanzi Wang
Event Data Association via Robust Model Fitting for Event-based Object Tracking. CoRR (2021)
Erchuan Zhang, David Suter, Ruwan B. Tennakoon, Tat-Jun Chin, Alireza Bab-Hadiashar, Giang Truong, Syed Zulqarnain Gilani
Maximum Consensus by Weighted Influences of Monotone Boolean Functions. CoRR (2021)
Giang Truong, Huu Le, David Suter, Erchuan Zhang, Syed Zulqarnain Gilani
Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach. CVPR (2021)
Zaid Ilyas, Naeha Sharif, John T. Schousboe, Joshua R. Lewis, David Suter, Syed Zulqarnain Gilani
GuideNet: Learning Inter- Vertebral Guides in DXA Lateral Spine Images. DICTA (2021)
Giang Truong, Huu Le, David Suter, Erchuan Zhang, Syed Zulqarnain Gilani
Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach. CoRR (2021)
Sundaram Muthu, Ruwan B. Tennakoon, Tharindu Rathnayake, Reza Hoseinnezhad, David Suter, Alireza Bab-Hadiashar
Motion Segmentation of RGB-D Sequences: Combining Semantic and Motion Information Using Statistical Inference. IEEE Trans. Image Process. 29 (2020)
Shuyuan Lin, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang
Hypergraph Optimization for Multi-structural Geometric Model Fitting. CoRR (2020)
Tat-Jun Chin, David Suter, Shin-Fang Ch'ng, James Quach
Quantum Robust Fitting. CoRR (2020)
Chau Nguyen Duc Minh, Syed Zulqarnain Gilani, Syed Mohammed Shamsul Islam, David Suter
Learning Affordance Segmentation: An Investigative Study. DICTA (2020)
Najmeh Fayyazifar, Selam T. Ahderom, David Suter, Andrew Maiorana, Girish Dwivedi
Impact of Neural Architecture Design on Cardiac Abnormality Classification Using 12-lead ECG Signals. CinC (2020)
David Suter, Ruwan B. Tennakoon, Erchuan Zhang, Tat-Jun Chin, Alireza Bab-Hadiashar
Monotone Boolean Functions, Feasibility/Infeasibility, LP-type problems and MaxCon. CoRR (2020)
Haosheng Chen, David Suter, Qiangqiang Wu, Hanzi Wang
End-to-end Learning of Object Motion Estimation from Retinal Events for Event-based Object Tracking. CoRR (2020)
Tat-Jun Chin, David Suter, Shin-Fang Ch'ng, James Quach
Quantum Robust Fitting. ACCV (1) (2020)
Haosheng Chen, David Suter, Qiangqiang Wu, Hanzi Wang
End-to-End Learning of Object Motion Estimation from Retinal Events for Event-Based Object Tracking. AAAI (2020)
Hanzi Wang, Guobao Xiao, Yan Yan, David Suter
Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting. IEEE Trans. Pattern Anal. Mach. Intell. 41 (3) (2019)
Shuyuan Lin, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang
Hypergraph Optimization for Multi-Structural Geometric Model Fitting. AAAI (2019)
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter
Superpixel-Guided Two-View Deterministic Geometric Model Fitting. Int. J. Comput. Vis. 127 (4) (2019)
Giang Truong, Syed Zulqarnain Gilani, Syed Mohammed Shamsul Islam, David Suter
Fast Point Cloud Registration using Semantic Segmentation. DICTA (2019)
Huu Le, Anders P. Eriksson, Thanh-Toan Do, Tat-Jun Chin, David Suter
Non-smooth M-estimator for Maximum Consensus Estimation. BMVC (2018)
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter
Superpixel-guided Two-view Deterministic Geometric Model Fitting. CoRR (2018)
Zhipeng Cai, Tat-Jun Chin, Huu Le, David Suter
Deterministic Consensus Maximization with Biconvex Programming. ECCV (12) (2018)
Hanzi Wang, Guobao Xiao, Yan Yan, David Suter
Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting. CoRR (2018)
Zhipeng Cai, Tat-Jun Chin, Huu Le, David Suter
Deterministic consensus maximization with biconvex programming. CoRR (2018)
Qianggong Zhang, Tat-Jun Chin, David Suter
Quasiconvex Plane Sweep for Triangulation with Outliers. ICCV (2017)
Jerome Williams, Gustavo Carneiro, David Suter
Region of Interest Autoencoders with an Application to Pedestrian Detection. DICTA (2017)
Tat-Jun Chin, Pulak Purkait, Anders P. Eriksson, David Suter
Efficient Globally Optimal Consensus Maximisation with Tree Search. IEEE Trans. Pattern Anal. Mach. Intell. 39 (4) (2017)
Huu Le, Tat-Jun Chin, David Suter
An Exact Penalty Method for Locally Convergent Maximum Consensus. CVPR (2017)
Taotao Lai, Hanzi Wang, Yan Yan, Guobao Xiao, David Suter
Efficient guided hypothesis generation for multi-structure epipolar geometry estimation. Comput. Vis. Image Underst. 154 (2017)
Pulak Purkait, Tat-Jun Chin, Alireza Sadri, David Suter
Clustering with Hypergraphs: The Case for Large Hyperedges. IEEE Trans. Pattern Anal. Mach. Intell. 39 (9) (2017)
Huu Le, Tat-Jun Chin, Anders P. Eriksson, David Suter
Deterministic Approximate Methods for Maximum Consensus Robust Fitting. CoRR (2017)
Huu Le, Tat-Jun Chin, David Suter
RATSAC - Random Tree Sampling for Maximum Consensus Estimation. DICTA (2017)
Álvaro Parra Bustos, Tat-Jun Chin, Anders P. Eriksson, Hongdong Li, David Suter
Fast Rotation Search with Stereographic Projections for 3D Registration. IEEE Trans. Pattern Anal. Mach. Intell. 38 (11) (2016)
Hanzi Wang, Guobao Xiao, Yan Yan, David Suter
Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting. CoRR (2016)
Ruwan B. Tennakoon, Alireza Bab-Hadiashar, Zhenwei Cao, Reza Hoseinnezhad, David Suter
Robust Model Fitting Using Higher Than Minimal Subset Sampling. IEEE Trans. Pattern Anal. Mach. Intell. 38 (2) (2016)
Huu Le, Tat-Jun Chin, David Suter
Conformal Surface Alignment with Optimal Möbius Search. CVPR (2016)
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter
Superpixel-Based Two-View Deterministic Fitting for Multiple-Structure Data. ECCV (6) (2016)
Guobao Xiao, Hanzi Wang, Taotao Lai, David Suter
Hypergraph Modelling for Geometric Model Fitting. CoRR (2016)
Yan Yan, Hanzi Wang, David Suter
Multi-Subregion Based Correlation Filter Bank for Robust Face Recognition. CoRR (2016)
Guobao Xiao, Hanzi Wang, Taotao Lai, David Suter
Hypergraph modelling for geometric model fitting. Pattern Recognit. 60 (2016)
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter
Superpixel-based Two-view Deterministic Fitting for Multiple-structure Data. CoRR (2016)
Tat-Jun Chin, Pulak Purkait, Anders P. Eriksson, David Suter
Efficient globally optimal consensus maximisation with tree search. CVPR (2015)
Marjan Hadian Jazi, Alireza Bab-Hadiashar, Reza Hoseinnezhad, David Suter
Theoretical analysis of hough transform optimal cell size: Segmentation of nearby lines. IPTA (2015)
Hanzi Wang, Guobao Xiao, Yan Yan, David Suter
Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting. ICCV (2015)
Jin Yu, Anders P. Eriksson, Tat-Jun Chin, David Suter
An Adversarial Optimization Approach to Efficient Outlier Removal. J. Math. Imaging Vis. 48 (3) (2014)
Quoc-Huy Tran, Tat-Jun Chin, Wojciech Chojnacki, David Suter
Sampling Minimal Subsets with Large Spans for Robust Estimation. Int. J. Comput. Vis. 106 (1) (2014)
Trung-Thanh Pham, Tat-Jun Chin, Konrad Schindler, David Suter
Interacting Geometric Priors For Robust Multimodel Fitting. IEEE Trans. Image Process. 23 (10) (2014)
Guosheng Lin, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, David Suter
Fast Supervised Hashing with Decision Trees for High-Dimensional Data. CoRR (2014)
Julio Zaragoza, Tat-Jun Chin, Quoc-Huy Tran, Michael S. Brown, David Suter
As-Projective-As-Possible Image Stitching with Moving DLT. IEEE Trans. Pattern Anal. Mach. Intell. 36 (7) (2014)
Guosheng Lin, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, David Suter
Fast Supervised Hashing with Decision Trees for High-Dimensional Data. CVPR (2014)
Pulak Purkait, Tat-Jun Chin, Hanno Ackermann, David Suter
Clustering with Hypergraphs: The Case for Large Hyperedges. ECCV (4) (2014)
Yan Yan, Hanzi Wang, David Suter
Multi-subregion based correlation filter bank for robust face recognition. Pattern Recognit. 47 (11) (2014)
Álvaro Joaquin Parra Bustos, Tat-Jun Chin, David Suter
Fast Rotation Search with Stereographic Projections for 3D Registration. CVPR (2014)
Trung-Thanh Pham, Tat-Jun Chin, Jin Yu, David Suter
The Random Cluster Model for Robust Geometric Fitting. IEEE Trans. Pattern Anal. Mach. Intell. 36 (8) (2014)
Tat-Jun Chin, Álvaro Parra Bustos, Michael S. Brown, David Suter
Fast rotation search for real-time interactive point cloud registration. I3D (2014)
Ruwan B. Tennakoon, Alireza Bab-Hadiashar, David Suter, Zhenwei Cao
Robust Data Modelling Using Thin Plate Splines. DICTA (2013)
Thuraiappah Sathyan, Tat-Jun Chin, David Suter, Mark Hedley
Improved wireless tracking using radio frequency and video sensors. FUSION (2013)
Guosheng Lin, Chunhua Shen, David Suter, Anton van den Hengel
A General Two-Step Approach to Learning-Based Hashing. CoRR (2013)
Hoi Sim Wong, Tat-Jun Chin, Jin Yu, David Suter
Mode seeking over permutations for rapid geometric model fitting. Pattern Recognit. 46 (1) (2013)
Hoi Sim Wong, Tat-Jun Chin, Jin Yu, David Suter
A simultaneous sample-and-filter strategy for robust multi-structure model fitting. Comput. Vis. Image Underst. 117 (12) (2013)
Guosheng Lin, Chunhua Shen, Anton van den Hengel, David Suter
Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization. CoRR (2013)
Julio Zaragoza, Tat-Jun Chin, Michael S. Brown, David Suter
As-Projective-As-Possible Image Stitching with Moving DLT. CVPR (2013)
Thuraiappah Sathyan, Tat-Jun Chin, Sanjeev Arulampalam, David Suter
A Multiple Hypothesis Tracker for Multitarget Tracking With Multiple Simultaneous Measurements. IEEE J. Sel. Top. Signal Process. 7 (3) (2013)
Guosheng Lin, Chunhua Shen, David Suter, Anton van den Hengel
A General Two-Step Approach to Learning-Based Hashing. ICCV (2013)
William X. Liu, Tat-Jun Chin, Gustavo Carneiro, David Suter
Point Correspondence Validation under Unknown Radial Distortion. DICTA (2013)
Ba-Ngu Vo, Ba-Tuong Vo, Nam-Trung Pham, David Suter
Reply to "Comments on 'Joint Detection and Estimation of Multiple Objects from Image Observations'". IEEE Trans. Signal Process. 60 (3) (2012)
Xue Zhou, Xi Li, Tat-Jun Chin, David Suter
Adaptive human silhouette reconstruction based on the exploration of temporal information. ICASSP (2012)
Guosheng Lin, Chunhua Shen, Anton van den Hengel, David Suter
Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization. ACCV (2) (2012)
Trung-Thanh Pham, Tat-Jun Chin, Jin Yu, David Suter
The Random Cluster Model for robust geometric fitting. CVPR (2012)
Xue Zhou, Xi Li, Tat-Jun Chin, David Suter
Superpixel-driven level set tracking. ICIP (2012)
Quoc-Huy Tran, Tat-Jun Chin, Gustavo Carneiro, Michael S. Brown, David Suter
In Defence of RANSAC for Outlier Rejection in Deformable Registration. ECCV (4) (2012)
Tat-Jun Chin, Jin Yu, David Suter
Accelerated Hypothesis Generation for Multistructure Data via Preference Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 34 (4) (2012)
Reza Hoseinnezhad, Ba-Ngu Vo, Ba-Tuong Vo, David Suter
Visual tracking of numerous targets via multi-Bernoulli filtering of image data. Pattern Recognit. 45 (10) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

David Suter