Dacheng Tao

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Tongliang LiuUniversity of Sydney and Visiting Scientist at RIKEN AIPVerified email at sydney.edu.au
Steve MaybankProfessor in the Department of Computer Science, Birkbeck College, LondonVerified email at dcs.bbk.ac.uk
Mingming GongThe University of MelbourneVerified email at unimelb.edu.au
Wei LiuTencentVerified email at ee.columbia.edu
Tianyi ZhouUniversity of Washington, SeattleVerified email at cs.washington.edu
Xinmei TianUniversity of Science and Technology of ChinaVerified email at ustc.edu.cn
Xiaoou TangThe Chinese University of Hong KongVerified email at ie.cuhk.edu.hk
Kun ZhangCarnegie Mellon University & Max-Planck Institute for Intelligent SystemsVerified email at cmu.edu
Tianhao ZhangGeneral ElectricVerified email at uphs.upenn.edu
Xian-Sheng Hua (华先胜)(IEEE Fellow)Alibaba DAMO AcademyVerified email at alibaba-inc.com
Zhe ChenUniversity of SydneyVerified email at sydney.edu.au
Dongjin SongAssistant Professor, Computer Science and Engineering, University of ConnecticutVerified email at uconn.edu
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerified email at illinois.edu
Christos FaloutsosCMUVerified email at cs.cmu.edu
Yang MuFacebook Inc.Verified email at fb.com
Si SiGoogle ResearchVerified email at google.com
Linjun YangFacebookVerified email at fb.com
Jiebo LuoProfessor of Computer Science, University of RochesterVerified email at cs.rochester.edu
Kwok-Ping ChanAssociate Professor, Computer Science, University of Hong KongVerified email at cs.hku.hk
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de

Dacheng Tao

The University of Sydney

Verified email at sydney.edu.au - Homepage

artificial intelligence machine learning computer vision image processing data mining


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The visual object tracking vot2015 challenge results M Kristan, J Matas, A Leonardis, M Felsberg, L Cehovin, G Fernandez, ... Proceedings of the IEEE international conference on computer vision …, 2015	1298	2015
General tensor discriminant analysis and gabor features for gait recognition D Tao, X Li, X Wu, SJ Maybank IEEE transactions on pattern analysis and machine intelligence 29 (10), 1700 …, 2007	1252	2007
Dehazenet: An end-to-end system for single image haze removal B Cai, X Xu, K Jia, C Qing, D Tao IEEE Transactions on Image Processing 25 (11), 5187-5198, 2016	1095	2016
Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval D Tao, X Tang, X Li, X Wu IEEE transactions on pattern analysis and machine intelligence 28 (7), 1088-1099, 2006	977	2006
A survey on multi-view learning C Xu, D Tao, C Xu arXiv preprint arXiv:1304.5634, 2013	896	2013
A survey of graph edit distance X Gao, B Xiao, D Tao, X Li Pattern Analysis and applications 13 (1), 113-129, 2010	674	2010
Ntire 2017 challenge on single image super-resolution: Methods and results R Timofte, E Agustsson, L Van Gool, MH Yang, L Zhang Proceedings of the IEEE conference on computer vision and pattern …, 2017	669	2017
Multi-store tracker (muster): A cognitive psychology inspired approach to object tracking Z Hong, Z Chen, C Wang, X Mei, D Prokhorov, D Tao Proceedings of the IEEE conference on computer vision and pattern …, 2015	609	2015
Godec: Randomized low-rank & sparse matrix decomposition in noisy case T Zhou, D Tao Proceedings of the 28th International Conference on Machine Learning, ICML 2011, 2011	601	2011
Deep ordinal regression network for monocular depth estimation H Fu, M Gong, C Wang, K Batmanghelich, D Tao Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018	594	2018
Geometric mean for subspace selection D Tao, X Li, X Wu, SJ Maybank IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (2), 260-274, 2008	591	2008
Beyond streams and graphs: dynamic tensor analysis J Sun, D Tao, C Faloutsos Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	542	2006
3-D object retrieval and recognition with hypergraph analysis Y Gao, M Wang, D Tao, R Ji, Q Dai IEEE Transactions on Image Processing 21 (9), 4290-4303, 2012	508	2012
Superpixel classification based optic disc and optic cup segmentation for glaucoma screening J Cheng, J Liu, Y Xu, F Yin, DWK Wong, NM Tan, D Tao, CY Cheng, ... IEEE transactions on medical imaging 32 (6), 1019-1032, 2013	488	2013
Supervised tensor learning D Tao, X Li, W Hu, S Maybank, X Wu Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005	463	2005
Classification with noisy labels by importance reweighting T Liu, D Tao IEEE Transactions on pattern analysis and machine intelligence 38 (3), 447-461, 2015	451	2015
Single image super-resolution with non-local means and steering kernel regression K Zhang, X Gao, D Tao, X Li IEEE Transactions on Image Processing 21 (11), 4544-4556, 2012	448	2012
Patch alignment for dimensionality reduction T Zhang, D Tao, X Li, J Yang IEEE Transactions on Knowledge and Data Engineering 21 (9), 1299-1313, 2008	438	2008
Multiview spectral embedding T Xia, D Tao, T Mei, Y Zhang IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 40 …, 2010	425	2010
NeNMF: An optimal gradient method for nonnegative matrix factorization N Guan, D Tao, Z Luo, B Yuan IEEE Transactions on Signal Processing 60 (6), 2882-2898, 2012	418	2012

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