| 2026 | WACV | SceneEdited: A City-Scale Benchmark for 3D HD Map Updating via Image-Guided Change Detection. | Chun-Jung Lin, Tat-Jun Chin, Sourav Garg, Feras Dayoub |
| 2025 | DICTA | Simultaneous Diffusion Sampling for Conditional LiDAR generation. | Ryan Faulkner, Anh-Dzung Doan, Simon Ratcliffe, Luke Haub, Ian D. Reid, Tat-Jun Chin |
| 2025 | ICCV | Event-Based Spinning Object SLAM. | Ethan Elms, Yasir Latif, Tat-Jun Chin |
| 2025 | ICCV | Event-Driven Robust Fitting on Neuromorphic Hardware. | Tam Ngoc-Bang Nguyen, Anh-Dzung Doan, Zhipeng Cai, Tat-Jun Chin |
| 2025 | ICRA | Robust Scene Change Detection Using Visual Foundation Models and Cross-Attention Mechanisms. | Chun-Jung Lin, Sourav Garg, Tat-Jun Chin, Feras Dayoub |
| 2024 | BMVC | Projected Stochastic Gradient Descent with Quantum Annealed Binary Gradients. | Maximilian Krahn, Michele Sasdelli, Frances Fengyi Yang, Vladislav Golyanik, Juho Kannala, Tat-Jun Chin, Tolga Birdal |
| 2024 | CVPR | Event-based Structure-from-Orbit. | Ethan Elms, Yasir Latif, Tae Ha Park, Tat-Jun Chin |
| 2024 | CVPR | Robust Perspective-n-Crater for Crater-based Camera Pose Estimation. | Sofia McLeod, Chee Kheng Chng, Tatsuharu Ono, Yuta Shimizu, Ryodo Hemmi, Lachlan Holden, Matthew Rodda, Feras Dayoub, Hirdy Miyamoto, Yukihiro Takahashi, Yasuko Kasai, Tat-Jun Chin |
| 2024 | ECCV | Robust Fitting on a Gate Quantum Computer. | Frances Fengyi Yang, Michele Sasdelli, Tat-Jun Chin |
| 2024 | IROS | Test-Time Certifiable Self-Supervision to Bridge the Sim2Real Gap in Event-Based Satellite Pose Estimation. | Abdul Mohsi Jawaid, Rajat Talak, Yasir Latif, Luca Carlone, Tat-Jun Chin |
| 2023 | DICTA | Semantic Segmentation on 3D Point Clouds with High Density Variations. | Ryan Faulkner, Luke Haub, Simon Ratcliffe, Ian D. Reid, Tat-Jun Chin |
| 2023 | ICRA | Towards Bridging the Space Domain Gap for Satellite Pose Estimation using Event Sensing. | Abdul Mohsi Jawaid, Ethan Elms, Yasir Latif, Tat-Jun Chin |
| 2022 | CVPR | Update Compression for Deep Neural Networks on the Edge. | Bo Chen, Ali Bakhshi, Gustavo Batista, Brian Wai-Him Ng, Tat-Jun Chin |
| 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 | ECCV | Globally Optimal Event-Based Divergence Estimation for Ventral Landing. | Sofia McLeod, Gabriele Meoni, Dario Izzo, Anne Mergy, Daqi Liu, Yasir Latif, Ian D. Reid, Tat-Jun Chin |
| 2022 | ECCV | Asynchronous Kalman Filter for Event-Based Star Tracking. | Yonhon Ng, Yasir Latif, Tat-Jun Chin, Robert E. Mahony |
| 2022 | ICRA | Asynchronous Optimisation for Event-based Visual Odometry. | Daqi Liu, lvaro Parra, Yasir Latif, Bo Chen, Tat-Jun Chin, Ian D. Reid |
| 2022 | ICRA | Autonomy and Perception for Space Mining. | Ragav Sachdeva, Ravi Hammond, James Bockman, Alec Arthur, Brandon Smart, Dustin Craggs, Anh-Dzung Doan, Thomas Rowntree, Elijah Schutz, Adrian Orenstein, Andy Yu, Tat-Jun Chin, Ian D. Reid |
| 2022 | WACV | Occlusion-Robust Object Pose Estimation with Holistic Representation. | Bo Chen, Tat-Jun Chin, Marius Klimavicius |
| 2022 | WACV | Physical Adversarial Attacks on an Aerial Imagery Object Detector. | Andrew Du, Bo Chen, Tat-Jun Chin, Yee Wei Law, Michele Sasdelli, Ramesh Rajasegaran, Dillon Campbell |
| 2021 | CVPR | Rotation Coordinate Descent for Fast Globally Optimal Rotation Averaging. | lvaro Parra, Shin-Fang Ch'ng, Tat-Jun Chin, Anders P. Eriksson, Ian Reid |
| 2021 | CVPR | Spot the GEO Satellites: From Dataset to Kelvins SpotGEO Challenge. | Bo Chen, Daqi Liu, Tat-Jun Chin, Mark Rutten, Dawa Derksen, Marcus Mrtens, Moritz von Looz, Gurvan Lcuyer, Dario Izzo |
| 2021 | CVPR | A Spacecraft Dataset for Detection, Segmentation and Parts Recognition. | Dung Anh Hoang, Bo Chen, Tat-Jun Chin |
| 2021 | CVPR | Spatiotemporal Registration for Event-Based Visual Odometry. | Daqi Liu, lvaro Parra, Tat-Jun Chin |
| 2021 | CVPR | Consensus Maximisation Using Influences of Monotone Boolean Functions. | Ruwan B. Tennakoon, David Suter, Erchuan Zhang, Tat-Jun Chin, Alireza Bab-Hadiashar |
| 2021 | DICTA | A Chaos Theory Approach to Understand Neural Network Optimization. | Michele Sasdelli, Thalaiyasingam Ajanthan, Tat-Jun Chin, Gustavo Carneiro |
| 2021 | DICTA | Quantum Annealing Formulation for Binary Neural Networks. | Michele Sasdelli, Tat-Jun Chin |
| 2021 | ICRA | Learning to Predict Repeatability of Interest Points. | Anh-Dzung Doan, Daniyar Turmukhambetov, Yasir Latif, Tat-Jun Chin, Soohyun Bae |
| 2020 | ACCV | Quantum Robust Fitting. | Tat-Jun Chin, David Suter, Shin-Fang Ch'ng, James Quach |
| 2020 | CVPR | End-to-End Learnable Geometric Vision by Backpropagating PnP Optimization. | Bo Chen, lvaro Parra, Jiewei Cao, Nan Li, Tat-Jun Chin |
| 2020 | CVPR | Globally Optimal Contrast Maximisation for Event-Based Motion Estimation. | Daqi Liu, lvaro Parra Bustos, Tat-Jun Chin |
| 2020 | DICTA | Monocular Rotational Odometry with Incremental Rotation Averaging and Loop Closure. | Chee-Kheng Chng, lvaro Parra, Tat-Jun Chin, Yasir Latif |
| 2020 | ECCV | NeuRoRA: Neural Robust Rotation Averaging. | Pulak Purkait, Tat-Jun Chin, Ian Reid |
| 2020 | ICRA | Resolving Marker Pose Ambiguity by Robust Rotation Averaging with Clique Constraints | Shin-Fang Ch'ng, Naoya Sogi, Pulak Purkait, Tat-Jun Chin, Kazuhiro Fukui |
| 2020 | ICRA | SPRINT: Subgraph Place Recognition for INtelligent Transportation. | Yasir Latif, Anh-Dzung Doan, Tat-Jun Chin, Ian Reid |
| 2020 | PAKDD | Anomaly Detection via Neighbourhood Contrast. | Bo Chen, Kai Ming Ting, Tat-Jun Chin |
| 2020 | WACV | Event-based Star Tracking via Multiresolution Progressive Hough Transforms. | Samya Bagchi, Tat-Jun Chin |
| 2019 | CVPR | Star Tracking Using an Event Camera. | Tat-Jun Chin, Samya Bagchi, Anders P. Eriksson, Andr van Schaik |
| 2019 | DICTA | Visual Localization under Appearance Change: A Filtering Approach. | Anh-Dzung Doan, Yasir Latif, Tat-Jun Chin, Yu Liu, Shin-Fang Ch'ng, Thanh-Toan Do, Ian D. Reid |
| 2019 | ICCV | Consensus Maximization Tree Search Revisited. | Zhipeng Cai, Tat-Jun Chin, Vladlen Koltun |
| 2019 | ICCV | Scalable Place Recognition Under Appearance Change for Autonomous Driving. | Dzung A. Doan, Yasir Latif, Tat-Jun Chin, Yu Liu, Thanh-Toan Do, Ian D. Reid |
| 2019 | ICRA | Visual SLAM: Why Bundle Adjust? | lvaro Parra Bustos, Tat-Jun Chin, Anders P. Eriksson, Ian D. Reid |
| 2019 | IROS | Outlier-Robust Manifold Pre-Integration for INS/GPS Fusion. | Shin-Fang Ch'ng, Alireza Khosravian, Anh-Dzung Doan, Tat-Jun Chin |
| 2018 | BMVC | Non-smooth M-estimator for Maximum Consensus Estimation. | Huu Le, Anders P. Eriksson, Thanh-Toan Do, Tat-Jun Chin, David Suter |
| 2018 | CVPR | Rotation Averaging and Strong Duality. | Anders P. Eriksson, Carl Olsson, Fredrik Kahl, Tat-Jun Chin |
| 2018 | CVPR | A Fast Resection-Intersection Method for the Known Rotation Problem. | Qianggong Zhang, Tat-Jun Chin, Huu M. Le |
| 2018 | ECCV | Deterministic Consensus Maximization with Biconvex Programming. | Zhipeng Cai, Tat-Jun Chin, Huu Le, David Suter |
| 2018 | ECCV | Robust Fitting in Computer Vision: Easy or Hard? | Tat-Jun Chin, Zhipeng Cai, Frank Neumann |
| 2018 | ICRA | Practical Motion Segmentation for Urban Street View Scenes. | Cosimo Rubino, Alessio Del Bue, Tat-Jun Chin |
| 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 | ICCV | Quasiconvex Plane Sweep for Triangulation with Outliers. | Qianggong Zhang, Tat-Jun Chin, David Suter |
| 2017 | ICRA | A branch-and-bound algorithm for checkerboard extraction in camera-laser calibration. | Alireza Khosravian, Tat-Jun Chin, Ian D. Reid |
| 2017 | ICRA | A discrete-time attitude observer on SO(3) for vision and GPS fusion. | Alireza Khosravian, Tat-Jun Chin, Ian D. Reid, Robert E. Mahony |
| 2016 | ACCV | An Efficient Meta-Algorithm for Triangulation. | Qianggong Zhang, Tat-Jun Chin |
| 2016 | CVPR | Guaranteed Outlier Removal with Mixed Integer Linear Programs. | Tat-Jun Chin, Yang Heng Kee, Anders P. Eriksson, Frank Neumann |
| 2016 | CVPR | A Consensus-Based Framework for Distributed Bundle Adjustment. | Anders P. Eriksson, John Bastian, Tat-Jun Chin, Mats Isaksson |
| 2016 | CVPR | Conformal Surface Alignment with Optimal Mbius Search. | Huu Le, Tat-Jun Chin, David Suter |
| 2016 | CVPR | Efficient Point Process Inference for Large-Scale Object Detection. | Trung T. Pham, Seyed Hamid Rezatofighi, Ian D. Reid, Tat-Jun Chin |
| 2015 | CVPR | Efficient globally optimal consensus maximisation with tree search. | Tat-Jun Chin, Pulak Purkait, Anders P. Eriksson, David Suter |
| 2015 | CVPR | The k-support norm and convex envelopes of cardinality and rank. | Anders P. Eriksson, Trung-Thanh Pham, Tat-Jun Chin, Ian D. Reid |
| 2015 | DICTA | Smooth Globally Warp Locally: Video Stabilization Using Homography Fields. | William X. Liu, Tat-Jun Chin |
| 2015 | ICCV | Guaranteed Outlier Removal for Rotation Search. | lvaro Parra Bustos, Tat-Jun Chin |
| 2015 | WACV | High Breakdown Bundle Adjustment. | Anders P. Eriksson, Mats Isaksson, Tat-Jun Chin |
| 2014 | CVPR | Fast Rotation Search with Stereographic Projections for 3D Registration. | lvaro Joaquin Parra Bustos, Tat-Jun Chin, 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 | Closed-Loop Deep Vision. | Gustavo Carneiro, Zhibin Liao, Tat-Jun Chin |
| 2013 | DICTA | Point Correspondence Validation under Unknown Radial Distortion. | William X. Liu, Tat-Jun Chin, Gustavo Carneiro, David Suter |
| 2013 | FUSION | Improved wireless tracking using radio frequency and video sensors. | Thuraiappah Sathyan, Tat-Jun Chin, David Suter, Mark Hedley |
| 2013 | IFSA | Fuzzy clustering based encoding for Visual Object Classification. | Danilo Dell'Agnello, Gustavo Carneiro, Tat-Jun Chin, Giovanna Castellano, Anna Maria Fanelli |
| 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 |
| 2012 | ICPR | Matting-driven online learning of Hough forests for object tracking. | Tao Qin, Bineng Zhong, Tat-Jun Chin, Hanzi Wang |
| 2011 | CVPR | A global optimization approach to robust multi-model fitting. | Jin Yu, Tat-Jun Chin, 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 | Visual localization and segmentation based on foreground/background modeling. | Hanzi Wang, Tat-Jun Chin, David Suter |
| 2009 | CVPR | Keypoint induced distance profiles for visual recognition. | Tat-Jun Chin, David Suter |
| 2009 | ICCV | Robust fitting of multiple structures: The statistical learning approach. | Tat-Jun Chin, Hanzi Wang, David Suter |
| 2008 | CVPR | Boosting descriptors condensed from video sequences for place recognition. | Tat-Jun Chin, Hanlin Goh, Joo-Hwee Lim |
| 2008 | ICASSP | Using densely recorded scenes for place recognition. | Tat-Jun Chin, Hanlin Goh, Joo-Hwee Lim |
| 2008 | ICPR | Exact integral images at generic angles for 2D barcode detection. | Tat-Jun Chin, Hanlin Goh, Ngan Meng Tan |
| 2008 | MMM | Snap2Play: A Mixed-Reality Game Based on Scene Identification. | Tat-Jun Chin, Yilun You, Cline Coutrix, Joo-Hwee Lim, Jean-Pierre Chevallet, Laurence Nigay |
| 2007 | ICIP | Extrapolating Learned Manifolds for Human Activity Recognition. | Tat-Jun Chin, Liang Wang, Konrad Schindler, David Suter |
| 2006 | ACCV | A New Distance Criterion for Face Recognition Using Image Sets. | Tat-Jun Chin, David Suter |
| 2006 | AVSS | Improving the Speed of Kernel PCA on Large Scale Datasets. | Tat-Jun Chin, David Suter |
| 2006 | BMVC | Incremental Kernel PCA for Efficient Non-linear Feature Extraction. | Tat-Jun Chin, David Suter |
| 2006 | ICPR | Face Recognition From Video using Active Appearance Model Segmentation. | Nathan Faggian, Andrew P. Paplinski, Tat-Jun Chin |
| 2005 | DICTA | Face Recognition from Video by Matching Image Sets. | Tat-Jun Chin, James U, Konrad Schindler, David Suter |
| 2005 | DICTA | Locally Linear Embedding for Markerless Human Motion Capture Using Multiple Cameras. | Therdsak Tangkuampien, Tat-Jun Chin |