Tat-Jun Chin

According to our database1, Tat-Jun Chin authored at least 132 papers between 2005 and 2022.

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Bibliography

2022
Update Compression for Deep Neural Networks on the Edge.
CoRR, 2022

Asynchronous Optimisation for Event-based Visual Odometry.
CoRR, 2022

A Hybrid Quantum-Classical Algorithm for Robust Fitting.
CoRR, 2022

Physical Adversarial Attacks on an Aerial Imagery Object Detector.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Occlusion-Robust Object Pose Estimation with Holistic Representation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021
HM⁴: Hidden Markov Model With Memory Management for Visual Place Recognition.
IEEE Robotics Autom. Lett., 2021

Deterministic Approximate Methods for Maximum Consensus Robust Fitting.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Rotation Averaging with the Chordal Distance: Global Minimizers and Strong Duality.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Visual localization under appearance change: filtering approaches.
Neural Comput. Appl., 2021

Adversarial Attacks against a Satellite-borne Multispectral Cloud Detector.
CoRR, 2021

Maximum Consensus by Weighted Influences of Monotone Boolean Functions.
CoRR, 2021

Robotic Vision for Space Mining.
CoRR, 2021

Learning to Predict Repeatability of Interest Points.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Quantum Annealing Formulation for Binary Neural Networks.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

A Chaos Theory Approach to Understand Neural Network Optimization.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

Consensus Maximisation Using Influences of Monotone Boolean Functions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Spatiotemporal Registration for Event-Based Visual Odometry.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Spacecraft Dataset for Detection, Segmentation and Parts Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Spot the GEO Satellites: From Dataset to Kelvins SpotGEO Challenge.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Rotation Coordinate Descent for Fast Globally Optimal Rotation Averaging.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Topological Sweep for Multi-Target Detection of Geostationary Space Objects.
IEEE Trans. Signal Process., 2020

Accelerated Guided Sampling for Multistructure Model Fitting.
IEEE Trans. Cybern., 2020

Robust Fitting in Computer Vision: Easy or Hard?
Int. J. Comput. Vis., 2020

Semantics for Robotic Mapping, Perception and Interaction: A Survey.
Found. Trends Robotics, 2020

HM4: Hidden Markov Model with Memory Management for Visual Place Recognition.
CoRR, 2020

Unsupervised Depth Learning in Challenging Indoor Video: Weak Rectification to Rescue.
CoRR, 2020

Monotone Boolean Functions, Feasibility/Infeasibility, LP-type problems and MaxCon.
CoRR, 2020

Event-based Star Tracking via Multiresolution Progressive Hough Transforms.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Anomaly Detection via Neighbourhood Contrast.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

SPRINT: Subgraph Place Recognition for INtelligent Transportation.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Resolving Marker Pose Ambiguity by Robust Rotation Averaging with Clique Constraints<sup>*</sup>.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

NeuRoRA: Neural Robust Rotation Averaging.
Proceedings of the Computer Vision - ECCV 2020, 2020

Monocular Rotational Odometry with Incremental Rotation Averaging and Loop Closure.
Proceedings of the Digital Image Computing: Techniques and Applications, 2020

Globally Optimal Contrast Maximisation for Event-Based Motion Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

End-to-End Learnable Geometric Vision by Backpropagating PnP Optimization.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Quantum Robust Fitting.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Optimization Methods in Geometric Vision (NII Shonan Meeting 140).
NII Shonan Meet. Rep., 2019

Resolving Marker Pose Ambiguity by Robust Rotation Averaging with Clique Constraints.
CoRR, 2019

BPnP: Further Empowering End-to-End Learning with Back-Propagatable Geometric Optimization.
CoRR, 2019

A Practical Maximum Clique Algorithm for Matching with Pairwise Constraints.
CoRR, 2019

Outlier-Robust Manifold Pre-Integration for INS/GPS Fusion.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Visual SLAM: Why Bundle Adjust?
Proceedings of the International Conference on Robotics and Automation, 2019

Satellite Pose Estimation with Deep Landmark Regression and Nonlinear Pose Refinement.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Scalable Place Recognition Under Appearance Change for Autonomous Driving.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Consensus Maximization Tree Search Revisited.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Visual Localization under Appearance Change: A Filtering Approach.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Star Tracking Using an Event Camera.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Coresets for Triangulation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Guaranteed Outlier Removal for Point Cloud Registration with Correspondences.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Practical optimal registration of terrestrial LiDAR scan pairs.
CoRR, 2018

Practical Visual Localization for Autonomous Driving: Why Not Filter?
CoRR, 2018

G2D: from GTA to Data.
CoRR, 2018

Practical Motion Segmentation for Urban Street View Scenes.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Deterministic Consensus Maximization with Biconvex Programming.
Proceedings of the Computer Vision - ECCV 2018, 2018

A Fast Resection-Intersection Method for the Known Rotation Problem.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Rotation Averaging and Strong Duality.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Non-smooth M-estimator for Maximum Consensus Estimation.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
The Maximum Consensus Problem: Recent Algorithmic Advances
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, 2017

Motion Segmentation Via a Sparsity Constraint.
IEEE Trans. Intell. Transp. Syst., 2017

Clustering with Hypergraphs: The Case for Large Hyperedges.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Efficient Globally Optimal Consensus Maximisation with Tree Search.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Deterministic Approximate Methods for Maximum Consensus Robust Fitting.
CoRR, 2017

Why Rotation Averaging is Easy.
CoRR, 2017

A discrete-time attitude observer on SO(3) for vision and GPS fusion.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

A branch-and-bound algorithm for checkerboard extraction in camera-laser calibration.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Quasiconvex Plane Sweep for Triangulation with Outliers.
Proceedings of the IEEE International Conference on Computer Vision, 2017

RATSAC - Random Tree Sampling for Maximum Consensus Estimation.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

An Exact Penalty Method for Locally Convergent Maximum Consensus.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Fast Rotation Search with Stereographic Projections for 3D Registration.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Correspondence Insertion for As-Projective-As-Possible Image Stitching.
CoRR, 2016

Efficient Point Process Inference for Large-Scale Object Detection.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Conformal Surface Alignment with Optimal Möbius Search.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Consensus-Based Framework for Distributed Bundle Adjustment.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Guaranteed Outlier Removal with Mixed Integer Linear Programs.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

An Efficient Meta-Algorithm for Triangulation.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
High Breakdown Bundle Adjustment.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Guaranteed Outlier Removal for Rotation Search.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Smooth Globally Warp Locally: Video Stabilization Using Homography Fields.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

The k-support norm and convex envelopes of cardinality and rank.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Interacting Geometric Priors For Robust Multimodel Fitting.
IEEE Trans. Image Process., 2014

Visual tracking via weakly supervised learning from multiple imperfect oracles.
Pattern Recognit., 2014

As-Projective-As-Possible Image Stitching with Moving DLT.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

The Random Cluster Model for Robust Geometric Fitting.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

An Adversarial Optimization Approach to Efficient Outlier Removal.
J. Math. Imaging Vis., 2014

Sampling Minimal Subsets with Large Spans for Robust Estimation.
Int. J. Comput. Vis., 2014

Fast rotation search for real-time interactive point cloud registration.
Proceedings of the Symposium on Interactive 3D Graphics and Games, 2014

Randomly Walking Can Get You Lost: Graph Segmentation with Unknown Edge Weights.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

Clustering with Hypergraphs: The Case for Large Hyperedges.
Proceedings of the Computer Vision - ECCV 2014, 2014

Fast Rotation Search with Stereographic Projections for 3D Registration.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Mode seeking over permutations for rapid geometric model fitting.
Pattern Recognit., 2013

A Multiple Hypothesis Tracker for Multitarget Tracking With Multiple Simultaneous Measurements.
IEEE J. Sel. Top. Signal Process., 2013

A simultaneous sample-and-filter strategy for robust multi-structure model fitting.
Comput. Vis. Image Underst., 2013

Fuzzy clustering based encoding for Visual Object Classification.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Improved wireless tracking using radio frequency and video sensors.
Proceedings of the 16th International Conference on Information Fusion, 2013

Seam-Driven Image Stitching.
Proceedings of the 34th Annual Conference of the European Association for Computer Graphics, 2013

Point Correspondence Validation under Unknown Radial Distortion.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Closed-Loop Deep Vision.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

As-Projective-As-Possible Image Stitching with Moving DLT.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Simultaneously Fitting and Segmenting Multiple-Structure Data with Outliers.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Accelerated Hypothesis Generation for Multistructure Data via Preference Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Matting-driven online learning of Hough forests for object tracking.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Superpixel-driven level set tracking.
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

In Defence of RANSAC for Outlier Rejection in Deformable Registration.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Boosting histograms of descriptor distances for scalable multiclass specific scene recognition.
Image Vis. Comput., 2011

Incremental Top-k List Comparison Approach to Robust Multi-Structure Model Fitting
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

Dynamic and hierarchical multi-structure geometric model fitting.
Proceedings of the IEEE International Conference on Computer Vision, 2011

A global optimization approach to robust multi-model fitting.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Visual localization and segmentation based on foreground/background modeling.
Proceedings of the IEEE International Conference on Acoustics, 2010

Accelerated Hypothesis Generation for Multi-structure Robust Fitting.
Proceedings of the Computer Vision - ECCV 2010, 2010

Multi-structure model selection via kernel optimisation.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Efficient Multi-structure Robust Fitting with Incremental Top-<i>k</i> Lists Comparison.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Mobile phone-based mixed reality: the Snap2Play game.
Vis. Comput., 2009

The Ordered Residual Kernel for Robust Motion Subspace Clustering.
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

Robust fitting of multiple structures: The statistical learning approach.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Keypoint induced distance profiles for visual recognition.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Out-of-Sample Extrapolation of Learned Manifolds.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Snap2Play: A Mixed-Reality Game Based on Scene Identification.
Proceedings of the Advances in Multimedia Modeling, 2008

Deploying and evaluating a mixed reality mobile treasure hunt: Snap2Play.
Proceedings of the 10th Conference on Human-Computer Interaction with Mobile Devices and Services, 2008

Exact integral images at generic angles for 2D barcode detection.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Using densely recorded scenes for place recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008

Boosting descriptors condensed from video sequences for place recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Incremental Kernel Principal Component Analysis.
IEEE Trans. Image Process., 2007

Extrapolating Learned Manifolds for Human Activity Recognition.
Proceedings of the International Conference on Image Processing, 2007

2006
Face Recognition From Video using Active Appearance Model Segmentation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Incremental Kernel SVD for Face Recognition with Image Sets.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Incremental Kernel PCA for Efficient Non-linear Feature Extraction.
Proceedings of the British Machine Vision Conference 2006, 2006

Improving the Speed of Kernel PCA on Large Scale Datasets.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

A New Distance Criterion for Face Recognition Using Image Sets.
Proceedings of the Computer Vision, 2006

2005
Locally Linear Embedding for Markerless Human Motion Capture Using Multiple Cameras.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

Face Recognition from Video by Matching Image Sets.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005


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