| 2025 | DICTA | Estimating Femoral Neck Bone Mineral Density from Distal Radius X-Rays Using Deep Learning. | Mohammad Al-Fawa'reh, Brandon Abela, Luke Kelly, Jumana Abu-Khalaf, Martin Masek, David Suter, Ashu Gupta |
| 2025 | MICCAI | From Pixels to Prognosis: A Multi-modal Attention-Based Framework for Visceral Adipose Tissue Estimation. | Arooba Maqsood, Afsah Saleem, Marc Sim, David Suter, Simone Radavelli-Bagatini, Jonathan M. Hodgson, Richard Prince, Kun Zhu, William D. Leslie, John T. Schousboe, Joshua R. Lewis, Syed Zulqarnain Gilani |
| 2024 | ACL | Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation. | Muraleekrishna Gopinathan, Martin Masek, Jumana Abu-Khalaf, David Suter |
| 2024 | AIME | An Exploration of Diabetic Foot Osteomyelitis X-ray Data for Deep Learning Applications. | Brandon Abela, Martin Masek, Jumana Abu-Khalaf, David Suter, Ashu Gupta |
| 2024 | ICIP | Segment Any Object Model (SAOM): Real-To-Simulation Fine-Tuning Strategy For Multi-Class Multi-Instance Segmentation. | Mariia Khan, Yue Qiu, Yuren Cong, Bodo Rosenhahn, Jumana Abu-Khalaf, David Suter |
| 2024 | IROS | StratXplore: Strategic Novelty-seeking and Instruction-aligned Exploration for Vision and Language Navigation. | Muraleekrishna Gopinathan, Jumana Abu-Khalaf, David Suter, Martin Masek |
| 2024 | IROS | Indoor Scene Change Understanding (SCU): Segment, Describe, and Revert Any Change. | Mariia Khan, Yue Qiu, Yuren Cong, Bodo Rosenhahn, David Suter, Jumana Abu-Khalaf |
| 2024 | MICCAI | A Hybrid CNN-Transformer Feature Pyramid Network for Granular Abdominal Aortic Calcification Detection from DXA Images. | Zaid Ilyas, Afsah Saleem, David Suter, John T. Schousboe, William D. Leslie, Joshua R. Lewis, Syed Zulqarnain Gilani |
| 2024 | MICCAI | Predicting Falls Through Muscle Weakness from a Single Whole Body Image: A Multimodal Contrastive Learning Framework. | Xia Zhang, Afsah Saleem, Zaid Ilyas, David Suter, Uzair Nadeem, Richard Prince, Kun Zhu, Joshua R. Lewis, Marc Sim, Syed Zulqarnain Gilani |
| 2024 | WACV | Single Domain Generalization via Normalised Cross-correlation Based Convolutions. | Weiqin Chuah, Ruwan B. Tennakoon, Reza Hoseinnezhad, David Suter, Alireza Bab-Hadiashar |
| 2024 | WACV | Estimating Blood Alcohol Level Through Facial Features for Driver Impairment Assessment. | Ensiyeh Keshtkaran, Brodie von Berg, Grant Regan, David Suter, Syed Zulqarnain Gilani |
| 2023 | MICCAI | SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans. | 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 |
| 2022 | CVPR | ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks. | Weiqin Chuah, Ruwan B. Tennakoon, Reza Hoseinnezhad, Alireza Bab-Hadiashar, David Suter |
| 2022 | CVPR | A Hybrid Quantum-Classical Algorithm for Robust Fitting. | Anh-Dzung Doan, Michele Sasdelli, David Suter, Tat-Jun Chin |
| 2022 | CVPR | Maximum Consensus by Weighted Influences of Monotone Boolean Functions. | Erchuan Zhang, David Suter, Ruwan B. Tennakoon, Tat-Jun Chin, Alireza Bab-Hadiashar, Giang Truong, Syed Zulqarnain Gilani |
| 2022 | IVCNZ | M3T: Multi-class Multi-instance Multi-view Object Tracking for Embodied AI Tasks. | Mariia Khan, Jumana M. Abu-Khalaf, David Suter, Bodo Rosenhahn |
| 2022 | MICCAI | Show, Attend and Detect: Towards Fine-Grained Assessment of Abdominal Aortic Calcification on Vertebral Fracture Assessment Scans. | Syed Zulqarnain Gilani, Naeha Sharif, David Suter, John T. Schousboe, Siobhan Reid, William D. Leslie, Joshua R. Lewis |
| 2021 | CVPR | Consensus Maximisation Using Influences of Monotone Boolean Functions. | Ruwan B. Tennakoon, David Suter, Erchuan Zhang, Tat-Jun Chin, Alireza Bab-Hadiashar |
| 2021 | CVPR | Unsupervised Learning for Robust Fitting: A Reinforcement Learning Approach. | Giang Truong, Huu Le, David Suter, Erchuan Zhang, Syed Zulqarnain Gilani |
| 2021 | DICTA | GuideNet: Learning Inter- Vertebral Guides in DXA Lateral Spine Images. | Zaid Ilyas, Naeha Sharif, John T. Schousboe, Joshua R. Lewis, David Suter, Syed Zulqarnain Gilani |
| 2020 | AAAI | End-to-End Learning of Object Motion Estimation from Retinal Events for Event-Based Object Tracking. | Haosheng Chen, David Suter, Qiangqiang Wu, Hanzi Wang |
| 2020 | ACCV | Quantum Robust Fitting. | Tat-Jun Chin, David Suter, Shin-Fang Ch'ng, James Quach |
| 2020 | DICTA | Learning Affordance Segmentation: An Investigative Study. | Chau Nguyen Duc Minh, Syed Zulqarnain Gilani, Syed Mohammed Shamsul Islam, David Suter |
| 2019 | AAAI | Hypergraph Optimization for Multi-Structural Geometric Model Fitting. | Shuyuan Lin, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang |
| 2019 | DICTA | Fast Point Cloud Registration using Semantic Segmentation. | Giang Truong, Syed Zulqarnain Gilani, Syed Mohammed Shamsul Islam, David Suter |
| 2018 | BMVC | Non-smooth M-estimator for Maximum Consensus Estimation. | Huu Le, Anders P. Eriksson, Thanh-Toan Do, Tat-Jun Chin, David Suter |
| 2018 | ECCV | Deterministic Consensus Maximization with Biconvex Programming. | Zhipeng Cai, Tat-Jun Chin, Huu Le, David Suter |
| 2017 | CVPR | An Exact Penalty Method for Locally Convergent Maximum Consensus. | Huu Le, Tat-Jun Chin, David Suter |
| 2017 | DICTA | RATSAC - Random Tree Sampling for Maximum Consensus Estimation. | Huu Le, Tat-Jun Chin, David Suter |
| 2017 | DICTA | Region of Interest Autoencoders with an Application to Pedestrian Detection. | Jerome Williams, Gustavo Carneiro, David Suter |
| 2017 | ICCV | Quasiconvex Plane Sweep for Triangulation with Outliers. | Qianggong Zhang, Tat-Jun Chin, David Suter |
| 2016 | CVPR | Conformal Surface Alignment with Optimal Mbius Search. | Huu Le, Tat-Jun Chin, David Suter |
| 2016 | ECCV | Superpixel-Based Two-View Deterministic Fitting for Multiple-Structure Data. | Guobao Xiao, Hanzi Wang, Yan Yan, David Suter |
| 2015 | CVPR | Efficient globally optimal consensus maximisation with tree search. | Tat-Jun Chin, Pulak Purkait, Anders P. Eriksson, David Suter |
| 2015 | ICCV | Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting. | Hanzi Wang, Guobao Xiao, Yan Yan, David Suter |
| 2014 | CVPR | Fast Rotation Search with Stereographic Projections for 3D Registration. | lvaro Joaquin Parra Bustos, Tat-Jun Chin, David Suter |
| 2014 | CVPR | Fast Supervised Hashing with Decision Trees for High-Dimensional Data. | Guosheng Lin, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, David Suter |
| 2014 | ECCV | Clustering with Hypergraphs: The Case for Large Hyperedges. | Pulak Purkait, Tat-Jun Chin, Hanno Ackermann, David Suter |
| 2013 | CVPR | As-Projective-As-Possible Image Stitching with Moving DLT. | Julio Zaragoza, Tat-Jun Chin, Michael S. Brown, David Suter |
| 2013 | DICTA | Point Correspondence Validation under Unknown Radial Distortion. | William X. Liu, Tat-Jun Chin, Gustavo Carneiro, David Suter |
| 2013 | DICTA | Robust Data Modelling Using Thin Plate Splines. | Ruwan B. Tennakoon, Alireza Bab-Hadiashar, David Suter, Zhenwei Cao |
| 2013 | FUSION | Improved wireless tracking using radio frequency and video sensors. | Thuraiappah Sathyan, Tat-Jun Chin, David Suter, Mark Hedley |
| 2013 | ICCV | A General Two-Step Approach to Learning-Based Hashing. | Guosheng Lin, Chunhua Shen, David Suter, Anton van den Hengel |
| 2012 | ACCV | Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization. | Guosheng Lin, Chunhua Shen, Anton van den Hengel, David Suter |
| 2012 | CVPR | The Random Cluster Model for robust geometric fitting. | Trung-Thanh Pham, Tat-Jun Chin, Jin Yu, David Suter |
| 2012 | ECCV | In Defence of RANSAC for Outlier Rejection in Deformable Registration. | Quoc-Huy Tran, Tat-Jun Chin, Gustavo Carneiro, Michael S. Brown, David Suter |
| 2012 | ICASSP | Adaptive human silhouette reconstruction based on the exploration of temporal information. | Xue Zhou, Xi Li, Tat-Jun Chin, David Suter |
| 2012 | ICIP | Superpixel-driven level set tracking. | Xue Zhou, Xi Li, Tat-Jun Chin, David Suter |
| 2011 | CVPR | A global optimization approach to robust multi-model fitting. | Jin Yu, Tat-Jun Chin, David Suter |
| 2011 | ICASSP | Bayesian integration of audio and visual information for multi-target tracking using a CB-member filter. | Reza Hoseinnezhad, Ba-Ngu Vo, Ba-Tuong Vo, David Suter |
| 2011 | ICCV | Dynamic and hierarchical multi-structure geometric model fitting. | Hoi Sim Wong, Tat-Jun Chin, Jin Yu, David Suter |
| 2011 | ICCV | An adversarial optimization approach to efficient outlier removal. | Jin Yu, Anders P. Eriksson, Tat-Jun Chin, David Suter |
| 2010 | ACCV | Efficient Multi-structure Robust Fitting with Incremental Top- | Hoi Sim Wong, Tat-Jun Chin, Jin Yu, David Suter |
| 2010 | CVPR | Multi-structure model selection via kernel optimisation. | Tat-Jun Chin, David Suter, Hanzi Wang |
| 2010 | ECCV | Accelerated Hypothesis Generation for Multi-structure Robust Fitting. | Tat-Jun Chin, Jin Yu, David Suter |
| 2010 | ICASSP | Multi-object filtering from image sequence without detection. | Reza Hoseinnezhad, Ba-Ngu Vo, David Suter, Ba-Tuong Vo |
| 2010 | ICASSP | Visual localization and segmentation based on foreground/background modeling. | Hanzi Wang, Tat-Jun Chin, David Suter |
| 2010 | PAKDD | BoostML: An Adaptive Metric Learning for Nearest Neighbor Classification. | Nayyar Abbas Zaidi, David McG. Squire, David Suter |
| 2009 | CVPR | Keypoint induced distance profiles for visual recognition. | Tat-Jun Chin, David Suter |
| 2009 | FUSION | Bayesian multi-object estimation from image observations. | Ba-Ngu Vo, Ba-Tuong Vo, Nam-Trung Pham, David Suter |
| 2009 | ICCV | Robust fitting of multiple structures: The statistical learning approach. | Tat-Jun Chin, Hanzi Wang, David Suter |
| 2008 | CVPR | Multi-scale Conditional Random Fields for over-segmented irregular 3D point clouds classification. | Ee Hui Lim, David Suter |
| 2008 | CVPR | Improved building detection by Gaussian processes classification via feature space rescale and spectral kernel selection. | Hang Zhou, David Suter |
| 2008 | DICTA | Object Detection Using a Cascade of Classifiers. | Nayyar Abbas Zaidi, David Suter |
| 2008 | ICPR | Manifold optimisation for motion factorisation. | Appu Shaji, Sharat Chandran, David Suter |
| 2008 | ICPR | Confidence rated boosting algorithm for generic object detection. | Nayyar Abbas Zaidi, David Suter |
| 2008 | ICPR | Improving Gaussian processes classification by spectral data reorganizing. | Hang Zhou, David Suter |
| 2008 | ICPR | Human motion recognition using Gaussian Processes classification. | Hang Zhou, Liang Wang, David Suter |
| 2007 | BMVC | Human Pose Extraction from Monocular Videos using Constrained Non-Rigid Factorization. | Appu Shaji, Behjat Siddiquie, Sharat Chandran, David Suter |
| 2007 | CVPR | Recognizing Human Activities from Silhouettes: Motion Subspace and Factorial Discriminative Graphical Model. | Liang Wang, David Suter |
| 2007 | CVPR | Fast Sparse Gaussian Processes Learning for Man-Made Structure Classification. | Hang Zhou, David Suter |
| 2007 | CW | Conditional Random Field for 3D Point Clouds with Adaptive Data Reduction. | Ee Hui Lim, David Suter |
| 2007 | ICIP | Extrapolating Learned Manifolds for Human Activity Recognition. | Tat-Jun Chin, Liang Wang, Konrad Schindler, David Suter |
| 2007 | ICIP | Man-Made Structure Segmentation using Gaussian Processes and Wavelet Features. | Hang Zhou, David Suter |
| 2006 | ACCV | A New Distance Criterion for Face Recognition Using Image Sets. | Tat-Jun Chin, David Suter |
| 2006 | ACCV | Feature Detection with an Improved Anisotropic Filter. | Mohamed Gobara, David Suter |
| 2006 | ACCV | A Novel Robust Statistical Method for Background Initialization and Visual Surveillance. | Hanzi Wang, David Suter |
| 2006 | AVSS | Improving the Speed of Kernel PCA on Large Scale Datasets. | Tat-Jun Chin, David Suter |
| 2006 | AVSS | Analyzing Human Movements from Silhouettes Using Manifold Learning. | Liang Wang, David Suter |
| 2006 | AVSS | A Compact Architecture for Wireless Video Surveillance over CDMA Network. | Hang Zhou, David Suter |
| 2006 | BMVC | Incremental Kernel PCA for Efficient Non-linear Feature Extraction. | Tat-Jun Chin, David Suter |
| 2006 | BMVC | 3D Object Pose Inference via Kernel Principal Component Analysis with Image Euclidian Distance (IMED). | Therdsak Tangkuampien, David Suter |
| 2006 | BMVC | Real-Time Human Pose Inference using Kernel Principal Component Pre-image Approximations. | Therdsak Tangkuampien, David Suter |
| 2006 | ECCV | Effective Appearance Model and Similarity Measure for Particle Filtering and Visual Tracking. | Hanzi Wang, David Suter, Konrad Schindler |
| 2006 | ICPR | Human Motion De-noising via Greedy Kernel Principal Component Analysis Filtering. | Therdsak Tangkuampien, David Suter |
| 2006 | ICPR | Background Subtraction Based on a Robust Consensus Method. | Hanzi Wang, David Suter |
| 2006 | ICPR | Informative Shape Representations for Human Action Recognition. | Liang Wang, David Suter |
| 2006 | ICPR | Efficient Visual Tracking by Probabilistic Fusion of Multiple Cues. | Hanzi Wang, David Suter |
| 2006 | ISVC | Finite Sample Bias of Robust Scale Estimators in Computer Vision Problems. | Reza Hoseinnezhad, Alireza Bab-Hadiashar, David Suter |
| 2006 | SIGGRAPH | Color correction for multi-camera system by using correspondences. | Kenji Yamamoto, Tomohiro Yendo, Toshiaki Fujii, Masayuki Tanimoto, David Suter |
| 2005 | CVPR | Two-View Multibody Structure-and-Motion with Outliers. | Konrad Schindler, David Suter |
| 2005 | DICTA | Development of Semi-Automatic Segmentation Methods for Measuring Tibial Cartilage Volume. | James Cheong, David Suter, Flavia M. Cicuttini |
| 2005 | DICTA | Face Recognition from Video by Matching Image Sets. | Tat-Jun Chin, James U, Konrad Schindler, David Suter |
| 2005 | ICASSP | A re-evaluation of mixture of Gaussian background modeling [video signal processing applications]. | Hanzi Wang, David Suter |
| 2005 | ICIP | Tracking and segmenting people with occlusions by a sample consensus based method. | Hanzi Wang, David Suter |
| 2004 | ECCV | Robust Fitting by Adaptive-Scale Residual Consensus. | Hanzi Wang, David Suter |
| 2004 | ICIP | Shift-invariant wavelet denoising using interscale dependency. | Pei Chen, David Suter |
| 2003 | DICTA | Color Image Segmentation Using Global Information and Local Homogeneity. | Hanzi Wang, David Suter |
| 2003 | DICTA | False-Peaks-Avoiding Mean Shift Method for Unsupervised Peak-Valley Sliding Image Segmentation. | Hanzi Wang, David Suter |
| 2003 | ICCV | Variable Bandwidth QMDPE and Its Application in Robust Optical Flow Estimation. | Hanzi Wang, David Suter |
| 2002 | ICARCV | A novel robust method for large numbers of gross errors. | Hanzi Wang, David Suter |
| 2002 | ICARCV | LTSD: a highly efficient symmetry-based robust estimator. | Hanzi Wang, David Suter |
| 2002 | ICPR | Robust Model Based Motion Segmentation. | Alireza Bab-Hadiashar, Niloofar Gheissari, David Suter |
| 2002 | ICPR | Application of Rigid Motion Geometry to Film Restoration. | Samia Boukir, David Suter |
| 2000 | ICPR | Visual Tracking of Multiple Objects with Automatic Motion Model Switching. | Prithiraj Tissainayagam, David Suter |
| 1998 | ACCV | Robust Total least Squares Based Optic Flow Computation. | Alireza Bab-Hadiashar, David Suter |
| 1998 | ACCV | Robust Motion Segmentation Using Rank Ordering Estimatiors. | Alireza Bab-Hadiashar, David Suter |
| 1998 | ACCV | Multiscale Image Representation and Edge Detection. | Fang Chen, David Suter |
| 1998 | ICPR | Robust range segmentation. | Alireza Bab-Hadiashar, David Suter |
| 1998 | ICPR | Image coordinate transformation based on DIV-CURL vector splines. | Fang Chen, David Suter |
| 1998 | ICPR | Visual tracking and motion determination using the IMM algorithm. | Prithiraj Tissainayagam, David Suter |
| 1998 | MVA | Visual Feature Tracking with Automatic Motion Model Switching. | Prithiraj Tissainayagam, David Suter |
| 1997 | CVPR | Optic flow calculation using robust statistics. | Alireza Bab-Hadiashar, David Suter |
| 1996 | ICIP | Robust optic flow estimation using least median of squares. | Alireza Bab-Hadiashar, David Suter |
| 1995 | ICIP | Restoration of historic film for digital compression: a case study. | P. Richardson, David Suter |
| 1994 | CVPR | Motion estimation and vector splines. | David Suter |