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Quantum Robust Fitting

Jun 15, 2020
Tat-Jun Chin, David Suter, Shin-Fang Chng, James Quach


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

May 11, 2020
David Suter, Ruwan Tennakoon, Erchuan Zhang, Tat-Jun Chin, Alireza Bab-Hadiashar

* Parts under conference review, work in progress. Keywords: Monotone Boolean Functions, Consensus Maximisation, LP-Type Problem, Computer Vision, Robust Fitting, Matroid, Simplicial Complex, Independence Systems 

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End-to-end Learning of Object Motion Estimation from Retinal Events for Event-based Object Tracking

Feb 14, 2020
Haosheng Chen, David Suter, Qiangqiang Wu, Hanzi Wang

* 9 pages, 3 figures 

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Hypergraph Optimization for Multi-structural Geometric Model Fitting

Feb 13, 2020
Shuyuan Lin, Guobao Xiao, Yan Yan, David Suter, Hanzi Wang


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Deterministic Approximate Methods for Maximum Consensus Robust Fitting

Oct 23, 2018
Huu Le, Tat-Jun Chin, Anders Eriksson, Thanh-Toan Do, David Suter


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Deterministic consensus maximization with biconvex programming

Aug 28, 2018
Zhipeng Cai, Tat-Jun Chin, Huu Le, David Suter

* European Conference on Computer Vision (ECCV) 2018, oral presentation 

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Superpixel-guided Two-view Deterministic Geometric Model Fitting

May 03, 2018
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter

* International Journal of Computer Vision (IJCV),2018 

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Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting

Feb 04, 2018
Hanzi Wang, Guobao Xiao, Yan Yan, David Suter

* IEEE Transactions on Pattern Analysis and Machine Intelligence,2018 

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Superpixel-based Two-view Deterministic Fitting for Multiple-structure Data

Jul 20, 2016
Guobao Xiao, Hanzi Wang, Yan Yan, David Suter

* Accepted by European Conference on Computer Vision (ECCV) 

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Hypergraph Modelling for Geometric Model Fitting

Jul 11, 2016
Guobao Xiao, Hanzi Wang, Taotao Lai, David Suter

* Pattern Recognition, 2016 

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Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting

Mar 25, 2016
Hanzi Wang, Guobao Xiao, Yan Yan, David Suter

* Proceedings of the IEEE International Conference on Computer Vision, pp. 2902-2910, 2015 

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Multi-Subregion Based Correlation Filter Bank for Robust Face Recognition

Mar 24, 2016
Yan Yan, Hanzi Wang, David Suter

* Pattern Recognition, volume 47, 11, pages3487--3501, (2014) 

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Fast Supervised Hashing with Decision Trees for High-Dimensional Data

May 28, 2014
Guosheng Lin, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, David Suter

* Appearing in Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2014, Ohio, USA 

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Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization

Nov 23, 2013
Guosheng Lin, Chunhua Shen, Anton van den Hengel, David Suter

* Appeared in Proc. Asian Conf. Computer Vision 2012. Code can be downloaded at http://goo.gl/WluhrQ 

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A General Two-Step Approach to Learning-Based Hashing

Sep 07, 2013
Guosheng Lin, Chunhua Shen, David Suter, Anton van den Hengel

* 13 pages. Appearing in Int. Conf. Computer Vision (ICCV) 2013 

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

May 31, 2011
Hoi Sim Wong, Tat-Jun Chin, Jin Yu, David Suter


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