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Professor Dacheng Tao

Core Member, Centre for Quantum Computation and Intelligent Systems

BEng (USTC), MPhil (CUHK), PhD (London)

Email: Dacheng.Tao@uts.edu.au
Phone: +61 2 9514 1829
Fax: +61 2 9514 4517
Room: CB10.04.554 (map)
Mailing address: PO Box 123, Broadway NSW 2007, Australia

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Biography

Dacheng Tao is Professor of Computer Science with the Centre for Quantum Computation & Intelligent Systems and the Faculty of Engineering and Information Technology in the University of Technology, Sydney, and a visiting professor in Birkbeck - University of London, Shanghai Jiaotong University, Xidian University, Huazhong University of Science and Technology, and Wuhan University.

Previously, he worked as a Nanyang endorsed academic staff in the Nanyang Technological University and an assistant professor in the Hong Kong Polytechnic University. He received his BEng degree from University of Science and Technology of China, his MPhil degree from the Chinese University of Hong Kong, and his PhD from the University of London.

He mainly applies statistics and mathematics for data analysis problems in machine learning, data mining & engineering, computer vision, image processing, multimedia, video surveillance and neuroscience. He has authored and co-authored more than 200 scientific articles at top venues including IEEE T-PAMI, T-IP, T-SP, T-NNLS, T-KDE, CVPR, ECCV, AISTATS, ICDM; ACM Multimedia and KDD, with best paper awards, such as the best theory/algorithm paper runner up award in IEEE ICDM’07.

His Erdös number is 3. He received a K.C. WONG Education Foundation Award from Chinese Academic of Sciences and a runner up award for the Outstanding Young Researcher in Image & Vision Computing. He was/is a guest editor of 10 special issues, an editor of 10 journals, including IEEE Trans. on Systems, Man and Cybernetics: Part B (T-SMCB), IEEE Trans. on Circuits and Systems for Video Technology (T-CSVT), IEEE Trans. on Knowledge and Data Engineering (T-KDE), Pattern Recognition (Elsevier), and Computational Statistics & Data Analysis (Elsevier).

He has edited five books on several topics of optical pattern recognition and its applications. He has (co-) chaired for special sessions, invited sessions, workshops, panels and conferences for 30+ times. He has served for 100+ major conferences including VCIP, CVPR, ICCV, ECCV, IJCAI, NIPS, ICDM, SIGKDD and ACM Multimedia, and more than 50 prestigious international journals including T-PAMI, IJCV, T-IP, Artificial Intelligence, Machine Learning Journal and T-KDE.

He is a senior member of the IEEE, an Elected Member of the International Statistical Institute (ISI), a Fellow of the International Association of Pattern Recognition (IAPR), a Fellow of the British Computer Society (BCS), and a Fellow of the IET/IEE. He is a chair of the IEEE SMCS Technical Committee (TC) on Cognitive Computing.

Professional

– Fellow, International Association of Pattern Recognition (IAPR)
- Fellow, The Institution of Engineering and Technology (IET/IEE)
– Fellow, The British Computer Society (BCS)
– Elected Member, The International Statistical Institute (ISI)
   Bernoulli Society for Mathematical Statistics and Probability
   International Association for Statistical Computing
– Senior Member, The Institute of Electrical and Electronics Engineers (IEEE)

Teaching areas

Image and Video Analysis; Computer Vision; Pattern Recognition; Machine Learning; and Discrete Mathematics

Research

Research interests
statistics and mathematics for data analysis problems in machine learning, data mining & engineering, computer vision, image processing, multimedia, video surveillance and neuroscience

Projects

Selected Peer-Assessed Projects

A General Bayesian Multilinear Analysis Framework for Human Behaviour Recognition

Publications

Book Chapters

Bian, W. & Tao, D. 2011, 'Face Subspace Learning' in Stan Z. Li, Anil K. Jain (eds), Handbook of Face Recognition, Springer-Verlag London Limited, London UK, pp. 51-77.
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Deng, C., Gao, X., Li, X. & Tao, D. 2011, 'Robust Image Watermarking Based on Feature Regions' in Weisi Lin, Dacheng Tao, Janusz Kacprzyk, Zhu Li, Ebroul Izquierdo, and Haohong Wang (eds), Studies in Computational Intelligence vol 346. Multimedia Analysis, Processing and Communications, Springer-Verlag Berlin / Heidelberg, Berlin/Heidelberg, pp. 111-137.

Gao, X., Wang, B., Tao, D. & Li, X. 2011, 'A Unified Tensor Level Set Method for Image Segmentation. Multimedia Analysis, Processing and Communications' in Weisi Lin, Dacheng Tao, Janusz Kacprzyk, Zhu Li, Ebroul Izquierdo and Haohong Wang (eds), Studies in Computational Intelligence vol 346, Springer-Verlag Berlin, Berlin, pp. 217-238.

Xiao, B., Gao, X., Tao, D. & Li, X. 2011, 'Recognition of Sketches in Photos' in Weisi Lin, Dacheng Tao, Janusz Kacprzyk, Zhu Li, Ebroul Izquierdo, and Haohong Wang (eds), Studies in Computational Intelligence vol 346. Multimedia Analysis, Processing and Communications, Springer-Verlag Berlin / Heidelberg, Berlin/Heidelberg, pp. 239-262.

Gao, X., Xiao, B., Tao, D. & Li, X. 2009, 'A Comparative Study of Three Graph Edit Distance Algorithms' in Ajith Abraham, Aboul-Ella Hassanien and Vaclav Snasel (eds), Studies in Computational Intelligence Vol 205: Foundations of Computational Intelligence vol 5, Springer, Berlin, pp. 223-242.
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Journal Articles

An, L., Gao, X., Yuan, Y. & Tao, D. 2012, 'Robust Lossless Data Hiding Using Clustering And Statistical Quantity Histogram', Neurocomputing, vol. 77, no. 1, pp. 1-11.
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An, L., Gao, X., Yuan, Y., Tao, D., Deng, C. & Ji, F. 2012, 'Content-Adaptive Reliable Robust Lossless Data Embedding', Neurocomputing, vol. 79, no. 1, pp. 1-11.
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An, L., Gao, X., Li, X., Tao, D., Deng, C. & Li, J. 2012, 'Robust Reversible Watermarking Via Clustering And Enhanced Pixel-wise Masking', IEEE Transactions On Image Processing, vol. 21, no. 8, pp. 3598-3611.
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Bian, W. & Tao, D. 2012, 'Constrained Empirical Risk Minimization Framework For Distance Metric Learning', IEEE Transactions On Neural Networks And Learning Systems, vol. 23, no. 8, pp. 1194-1205.
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Bian, W., Tao, D. & Rui, Y. 2012, 'Cross-Domain Human Action Recognition', Ieee Transactions On Systems Man And Cybernetics Part B-Cybernetics, vol. 42, no. 2, pp. 298-307.
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Cheng, J., Tao, D., Liu, J., Wong, D.W., Tan, N., Wong, T.Y. & Saw, S. 2012, 'Peripapillary Atrophy Detection By Sparse Biologically Inspired Feature Manifold', IEEE Transactions on Medical Imaging, vol. 31, no. 12, pp. 2355-2365.
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Cheng, J., Xie, C., Bian, W. & Tao, D. 2012, 'Feature fusion for 3D hand gesture recognition by learning a shared hidden space', Pattern Recognition Letters, vol. 33, no. 4, pp. 476-484.
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Deng, X., Shen, Y., Song, M., Tao, D., Bu, J. & Chen, C. 2012, 'Video-Based Non-Uniform Object Motion Blur Estimation And Deblurring', Neurocomputing, vol. 86, no. 1, pp. 170-178.
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Gao, X., Zhang, K., Tao, D. & Li, X. 2012, 'Image Super-Resolution With Sparse Neighbor Embedding', Ieee Transactions On Image Processing, vol. 21, no. 7, pp. 3194-3205.
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Gao, X., Zhang, K., Tao, D. & Li, X. 2012, 'Joint Learning For Single-Image Super-Resolution Via A Coupled Constraint', IEEE Transactions On Image Processing, vol. 21, no. 2, pp. 469-480.
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Gao, X., Wang, N., Tao, D. & Li, X. 2012, 'Face Sketch-photo Synthesis And Retrieval Using Sparse Representation', IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 8, pp. 1213-1226.
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Gao, Y., Wang, M., Tao, D., Ji, R. & Dai, Q. 2012, '3-D Object Retrieval And Recognition With Hypergraph Analysis', IEEE Transactions On Image Processing, vol. 21, no. 9, pp. 4290-4303.
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Guan, N., Tao, D., Luo, Z. & Yuan, B. 2012, 'NeNMF: An Optimal Gradient Method For Nonnegative Matrix Factorization', Ieee Transactions On Signal Processing, vol. 60, no. 6, pp. 2882-2898.
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Guan, N., Tao, D., Luo, Z. & Yuan, B. 2012, 'Online Nonnegative Matrix Factorization With Robust Stochastic Approximation', IEEE Transactions on Neural Networks and Learning Systems, vol. 23, no. 7, pp. 1087-1099.
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Han, Y., Wu, F., Tao, D., Shao, J., Zhuang, Y. & Jiang, J. 2012, 'Sparse Unsupervised Dimensionality Reduction For Multiple View Data', IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 10, pp. 1485-1496.
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Hong, Z., Mei, X. & Tao, D. 2012, 'Dual-Force Metric Learning for Robust Distracter-Resistant Tracker', Lecture Notes in Computer Science, vol. 7572, pp. 513-527.
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huang, q., Tao, D., li, x. & Liew, A. 2012, 'Parallelized Evolutionary Learning for detection of Biclusters in Gene Expression Data', IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 9, no. 2, pp. 560-570.
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Jiang, J., Cheng, J. & Tao, D. 2012, 'Color Biological Features-based Solder Paste Defects Detection And Classification On Printed Circuit Boards', IEEE Transactions on Components, Packaging, and Manufaturing Technology, vol. 2, no. 9, pp. 1536-1544.
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Li, J., Tao, D. & Li, X. 2012, 'A probabilistic model for image representation via multiple patterns', Pattern Recognition, vol. 45, no. 11, pp. 4044-4053.
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Li, J. & Tao, D. 2012, 'On Preserving Original Variables in Bayesian PCA with Application to Image Analysis', IEEE Transactions On Image Processing, vol. 21, no. 12, pp. 4830-4843.
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Li, Y., Geng, B., Tao, D., Zha, Z., Yang, L. & Xu, C. 2012, 'Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding', IEEE Transactions On Multimedia, vol. 14, no. 6, pp. 1618-1630.
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Liu, T.T., Lipnicki, D., Zhu, W., Tao, D., Zhang, C., Cui, Y., Jin, J., Sachdev, P. & Wen, W. 2012, 'Cortical Gyrification And Sulcal Spans In Early Stage Alzheimer'S Disease', PLoS One, vol. 7, no. 2.
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Liu, X., Song, M., Zhao, Q., Tao, D., Chen, C. & Bu, j. 2012, 'Attribute-restricted Latent Topic Model For Person Re-identification', Pattern Recognition, vol. 45, no. 12, pp. 4204-4213.
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Song, M., Tao, D., Chen, C., Bu, j., Luo, J. & Zhang, C. 2012, 'Probabilistic Exposure Fusion', IEEE Transactions On Image Processing, vol. 21, no. 1, pp. 341-357.
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Song, M., Tao, D., Huang, X., Chen, C. & Bu, J. 2012, 'Three-Dimensional Face Reconstruction From A Single Image By A Coupled RBF Network', Ieee Transactions On Image Processing, vol. 21, no. 5, pp. 2887-2897.
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Tang, J., Zha, Z., Tao, D. & Chua, T. 2012, 'Semantic-Gap-Oriented Active Learning For Multilabel Image Annotation', Ieee Transactions On Image Processing, vol. 21, no. 4, pp. 2354-2360.
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Tian, X., Tao, D. & Rui, Y. 2012, 'Sparse Transfer Learning For Interactive Video Search Reranking', ACM Transactions on Multimedia Computing Communications and Applications, vol. 8, no. 3, pp. 1-19.
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Yu, J.X., Tao, D. & Wang, M. 2012, 'Adaptive Hypergraph Learning And Its Application In Image Classification', Ieee Transactions On Image Processing, vol. 21, no. 7, pp. 3262-3272.
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Yu, J.X., Bian, W., Song, M., Cheng, J.L. & Tao, D. 2012, 'Graph Based Transductive Learning For Cartoon Correspondence Construction', Neurocomputing, vol. 79, pp. 105-114.
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Zhang, C., Bian, W., Tao, D. & Weisi, L. 2012, 'Discretized-Vapnik-Chervonenkis Dimension For Analyzing Complexity Of Real Function Classes', IEEE Transactions On Neural Networks And Learning Systems, vol. 23, no. 9, pp. 1461-1472.
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Zhang, C. & Tao, D. 2012, 'Generalization Bounds Of Erm-based Learning Processes For Continuous-time Markov Chains', IEEE Transactions On Neural Networks And Learning Systems, vol. 23, no. 12, pp. 1872-1883.
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Zhang, K., Mu, G., Yuan, Y., Gao, X. & Tao, D. 2012, 'Video Super-resolution With 3D Adaptive Normalized Convolution', Neurocomputing, vol. 94, no. NA, pp. 140-151.
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Zhang, L., Zhang, L., Tao, D. & huang, x. 2012, 'On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification', IEEE Transactions on Geoscience and Remote Sensing, vol. 50, no. 3, pp. 879-893.
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Zhang, Z. & Tao, D. 2012, 'Slow Feature Analysis For Human Action Recognition', Ieee Transactions On Pattern Analysis And Machine Intelligence, vol. 34, no. 3, pp. 436-450.
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Zhang, Z., Cheng, J., Li, J., Bian, W. & Tao, D. 2012, 'Segment-Based Features for Time Series Classification', Computer Journal, vol. 55, no. 9, pp. 1088-1102.
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Zheng, S., Huang, K., tan, t. & Tao, D. 2012, 'A Cascade Fusion Scheme For Gait And Cumulative Foot Pressure Image Recognition', Pattern Recognition, vol. 45, no. 10, pp. 3603-3610.
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Zhou, T., Tao, D. & Wu, X. 2012, 'Compressed Labeling On Distilled Labelsets For Multi-Label Learning', Machine Learning, vol. 88, no. 1-2, pp. 69-126.
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Bian, W. & Tao, D. 2011, 'Max-Min Distance Analysis By Using Sequential SDP Relaxation For Dimension Reduction', IEEE Transactions On Pattern Analysis And Machine Intelligence, vol. 33, no. 5, pp. 1037-1050.
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Cheng, J.L., Qiao, M., Bian, W. & Tao, D. 2011, '3D Human Posture Segmentation By Spectral Clustering With Surface Normal Constraint', Signal Processing, vol. 91, no. 9, pp. 2204-2212.
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Gao, X., Wang, B., Tao, D. & Li, X. 2011, 'A Relay Level Set Method For Automatic Image Segmentation', Ieee Transactions On Systems Man And Cybernetics Part B-Cybernetics, vol. 41, no. 2, pp. 518-525.
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Gao, X., Fu, R., Li, X., Tao, D., Zhang, B. & Yang, H. 2011, 'Aurora image segmentation by combining patch and texture thresholding', Computer Vision and Image Understanding, vol. 115, no. 3, pp. 390-402.
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Gao, X., An, L., Yuan, Y., Tao, D. & Li, X. 2011, 'Lossless Data Embedding Using Generalized Statistical Quantity Histogram', IEEE Transactions on Circuits and Systems for Video Technology, vol. 21, no. 8, pp. 1061-1070.
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Gao, X., Chen, J.F., Tao, D. & Li, X. 2011, 'Multi-Sensor Centralized Fusion Without Measurement Noise Covariance By Variational Bayesian Approximation', IEEE Transactions On Aerospace And Electronic Systems, vol. 47, no. 1, pp. 718-727.
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Gao, X., Wang, X., Tao, D. & Li, X. 2011, 'Supervised Gaussian Process Latent Variable Model for Dimensionality Reduction', IEEE Transactions On Systems Man And Cybernetics Part B-Cybernetics, vol. 41, no. 2, pp. 425-434.
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Gao, X., Wang, X., Li, X. & Tao, D. 2011, 'Transfer latent variable model based on divergence analysis', Pattern Recognition, vol. 44, no. 10-11, pp. 2358-2366.
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Gao, X., wang, q., li, x., Tao, D. & Zhang, K. 2011, 'Zernike moment based image super resolution', IEEE Transactions On Image Processing, vol. 20, no. 10, pp. 2738-2747.
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Gao, X., Niu, Z., Tao, D. & Li, X. 2011, 'Non-Goal Scene Analysis for Soccer Video', Neurocomputing, vol. 74, no. 4, pp. 540-548.
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Geng, B., Tao, D. & Xu, C. 2011, 'DAML: Domain Adaptation Metric Learning', IEEE Transactions On Image Processing, vol. 20, no. 10, pp. 2980-2989.
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Guan, N., Tao, D., Luo, Z. & Yuan, B. 2011, 'Manifold Regularized Discriminative Non-negative Matrix Factorization With Fast Gradient Descent', IEEE Transactions On Image Processing, vol. 20, no. 7, pp. 2030-2048.
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Guan, N., Tao, D., Luo, Z. & Yuan, B. 2011, 'Non-negative Patch Alignment Framework', IEEE Transactions on Neural Networks, vol. 22, no. 8, pp. 1218-1230.
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He, L., Gao, X., Lu, W., Li, X. & Tao, D. 2011, 'Image quality assessment based on S-CIELAB model', Signal, Image and Video Processing, vol. 5, no. 3, pp. 283-290.
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Huang, K., Tao, D., Yuan, Y., Li, X. & Tan, T. 2011, 'Biologically Inspired Features for Scene Classification in Video Surveillance', IEEE Transactions On Systems Man And Cybernetics Part B-Cybernetics, vol. 41, no. 1, pp. 307-313.
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Huang, Q., Tao, D., Li, X., Jin, L. & Wei, G. 2011, 'Exploiting Local Coherent Patterns For Unsupervised Feature Ranking', IEEE Transactions On Systems Man And Cybernetics Part B-cybernetics, vol. 41, no. 6, pp. 1471-1482.
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Huang, Y., Huang, K., Tao, D., Tan, T. & Li, X. 2011, 'Enhanced Biologically Inspired Model For Object Recognition', IEEE Transactions On Systems Man And Cybernetics Part B-cybernetics, vol. 41, no. 6, pp. 1668-1680.
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Liu, D., Chen, Q., Yu, J., Gu, H., Tao, D. & Seah, H. 2011, 'Stroke Correspondence Construction Using Manifold Learning', Computer Graphics Forum, vol. 30, no. 8, pp. 2194-2207.
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Sha, T., Song, M., Bu, J., Chen, C. & Tao, D. 2011, 'Feature Level Analysis For 3D Facial Expression Recognition', Neurocomputing, vol. 74, no. 12-13, pp. 2135-2141.
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Si, S., Liu, W., Tao, D. & Chan, K. 2011, 'Distribution Calibration In Riemannian Symmetric Space', IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 41, no. 4, pp. 921-930.
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Tian, X. & Tao, D. 2011, 'Visual Reranking: From Objectives To Strategies', I E E E MultiMedia Magazine, vol. 18, no. 3, pp. 12-20.
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Wang, X., Li, Z. & Tao, D. 2011, 'Subspaces Indexing Model On Grassmann Manifold For Image Search', IEEE Transactions On Image Processing, vol. 20, no. 9, pp. 2627-2635.
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Wang, Y., Tao, D., Gao, X., Li, X. & Wang, B. 2011, 'Mammographic Mass Segmentation: Embedding Multiple Features In Vector-Valued Level Set In Ambiguous Regions', Pattern Recognition, vol. 44, no. 9, pp. 1903-1915.
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Xie, B., Wang, M. & Tao, D. 2011, 'Toward The Optimization Of Normalized Graph Laplacian', Ieee Transactions On Neural Networks, vol. 22, no. 4, pp. 660-666.
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Yu, J., Liu, D., Tao, D. & Seah, H. 2011, 'Complex Object Correspondence Construction in Two-Dimensional Animation', IEEE Transactions On Image Processing, vol. 20, no. 11, pp. 3257-3269.
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Yu, J., Tao, D., Wang, M. & Cheng, J. 2011, 'Semi-automatic cartoon generation by motion planning', Multimedia Systems Multimedia Systems, vol. 17, no. 5, pp. 409-419.
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Zhang, K., Gao, X., Li, X. & Tao, D. 2011, 'Partially Supervised Neighbor Embedding for Example-Based Image Super-Resolution', IEEE Journal of Selected Topics in Signal Processing, vol. 5, no. 2, pp. 230-239.
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Zhang, L., Mei, T., Liu, Y., Tao, D. & Zhou, H. 2011, 'Visual Search Reranking Via Adaptive Particle Swarm Optimization', Pattern Recognition, vol. 44, no. 8, pp. 1811-1820.
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Zhang, L., Tao, D. & Huang, X. 2011, 'A Multifeature Tensor For Remote-Sensing Target Recognition', IEEE Geoscience and Remote Sensing Letters, vol. 8, no. 2, pp. 374-378.
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Zhou, T., Tao, D. & Wu, X. 2011, 'Manifold elastic net: a unified framework for sparse dimension reduction', Data Mining and Knowledge Discovery, vol. 22, no. 3, pp. 340-371.
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Bian, W. & Tao, D. 2010, 'Biased Discriminant Euclidean Embedding for Content-Based Image Retrieval', IEEE Transactions On Image Processing, vol. 19, no. 2, pp. 545-554.
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Deng, C., Gao, X., Li, X. & Tao, D. 2010, 'Local histogram based geometric invariant image watermarking', Signal Processing, vol. 90, no. 12, pp. 3256-3264.
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Fu, R., Gao, X., Li, X., Tao, D., Jian, Y., Li, J., Hu, H. & Yang, H. 2010, 'An integrated aurora image retrieval system: AuroraEye', Journal Of Visual Communication And Image Representation, vol. 21, no. 8, pp. 787-797.
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Gao, X., Su, Y., Li, X. & Tao, D. 2010, 'A Review of Active Appearance Models', IEEE Transactions On Systems Man And Cybernetics Part C-Applications And Reviews, vol. 40, no. 2, pp. 145-158.
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Gao, X., Xiao, B., Tao, D. & Li, X. 2010, 'A survey of graph edit distance', Pattern Analysis and Applications, vol. 13, no. 1, pp. 113-129.
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Gao, X., Deng, C., Li, X. & Tao, D. 2010, 'Geometric Distortion Insensitive Image Watermarking in Affine Covariant Regions', IEEE Transactions On Systems Man And Cybernetics Part C-Applications And Reviews, vol. 40, no. 3, pp. 278-286.
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Gao, X., Deng, C., Li, X. & Tao, D. 2010, 'Local Feature Based Geometric-Resistant Image Information Hiding', Cognitive Computation, vol. 2, no. 2, pp. 68-77.
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Gao, X., Wang, Y., Li, X. & Tao, D. 2010, 'On Combining Morphological Component Analysis and Concentric Morphology Model for Mammographic Mass Detection', IEEE Transactions on Information Technology in Biomedicine, vol. 14, no. 2, pp. 266-273.
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Li, X., Hu, Y., Gao, X., Tao, D. & Ning, B. 2010, 'A multi-frame image super-resolution method', Signal Processing, vol. 90, no. 2, pp. 405-414.
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Lu, W., Li, X., Gao, X., Tang, W., Li, J. & Tao, D. 2010, 'A Video Quality Assessment Metric Based on Human Visual System', Cognitive Computation, vol. 2, no. 2, pp. 120-131.
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Lu, W., Zeng, K., Tao, D., Yuan, Y. & Gao, X. 2010, 'No-reference Image Quality Assessment In Contourlet Domain', Neurocomputing, vol. 73, no. 4-6, pp. 784-794.
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Mu, Y. & Tao, D. 2010, 'Biologically inspired feature manifold for gait recognition', Neurocomputing, vol. 73, no. 4-6, pp. 895-902.
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Si, S., Tao, D. & Geng, B. 2010, 'Bregman Divergence-Based Regularization for Transfer Subspace Learning', IEEE Transactions On Knowledge And Data Engineering, vol. 22, no. 7, pp. 929-942.
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Si, S., Tao, D. & Chan, K. 2010, 'Evolutionary Cross-Domain Discriminative Hessian Eigenmaps', IEEE Transactions On Image Processing, vol. 19, no. 4, pp. 1075-1086.
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Song, D. & Tao, D. 2010, 'Biologically Inspired Feature Manifold for Scene Classification', IEEE Transactions On Image Processing, vol. 19, no. 1, pp. 174-184.
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Song, M., Tao, D., Chen, C., Li, X. & Chen, C. 2010, 'Color to Gray: Visual Cue Preservation', IEEE Transactions On Pattern Analysis And Machine Intelligence, vol. 32, no. 9, pp. 1537-1552.
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Song, M., Tao, D., Liu, Z., Li, X. & Zhou, M. 2010, 'Image Ratio Features for Facial Expression Recognition Application', IEEE Transactions On Systems Man And Cybernetics Part B-Cybernetics, vol. 40, no. 3, pp. 779-788.
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Song, M., Tao, D., Sun, Z. & Li, X. 2010, 'Visual-Context Boosting for Eye Detection', IEEE Transactions On Systems Man And Cybernetics Part B-Cybernetics, vol. 40, no. 6, pp. 1460-1467.
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Tian, X., Tao, D., Hua, X. & Wu, X. 2010, 'Active Reranking for Web Image Search', IEEE Transactions On Image Processing, vol. 19, no. 3, pp. 805-820.
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Wang, B., Gao, X., Tao, D. & Li, X. 2010, 'A Unified Tensor Level Set for Image Segmentation', IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 40, no. 3, pp. 857-867.
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Wang, X., Tao, D. & Li, Z. 2010, 'Entropy controlled Laplacian regularization for least square regression', Signal Processing, vol. 90, no. 6, pp. 2043-2049.
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Wang, X., Gao, X., Yuan, Y., Tao, D. & Li, J. 2010, 'Semi-supervised Gaussian process latent variable model with pairwise constraints', Neurocomputing, vol. 73, no. 10-12, pp. 2186-2195.
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Wen, J., Gao, X., Yuan, Y., Tao, D. & Li, J. 2010, 'Incremental tensor biased discriminant analysis: A new color-based visual tracking method', Neurocomputing, vol. 73, no. 4-6, pp. 827-839.
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Wen, L., Gao, X., Li, X., Tao, D. & Li, J. 2010, 'Incremental pairwise discriminant analysis based visual tracking', Neurocomputing, vol. 74, no. 1-3, pp. 428-438.
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Xia, T., Tao, D., Mei, T. & Zhang, Y. 2010, 'Multiview Spectral Embedding', IEEE Transactions On Systems Man And Cybernetics Part B-Cybernetics, vol. 40, no. 6, pp. 1438-1446.
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Xiao, B., Gao, X., Tao, D., Yuan, Y. & Li, J. 2010, 'Photo-sketch synthesis and recognition based on subspace learning', Neurocomputing, vol. 73, no. 4-6, pp. 840-852.
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Yang, Y., Zhuang, Y., Tao, D., Xu, D., Yu, J. & Luo, J. 2010, 'Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis', IEEE Transactions on Circuits and Systems for Video Technology, vol. 20, no. 12, pp. 1745-1756.
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Zhang, C. & Tao, D. 2010, 'Error Bounds for Real Function Classes Based on Discretized Vapnik-Chervonenkis Dimensions', Australian Journal of Intelligent Information Processing Systems, vol. 12, no. 3, pp. 1-5.
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Zhang, T., Huang, K., Li, X., Yang, J. & Tao, D. 2010, 'Discriminative Orthogonal Neighborhood-Preserving Projections for Classification', IEEE Transactions On Systems Man And Cybernetics Part B-Cybernetics, vol. 40, no. 1, pp. 253-263.
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Deng, C., Gao, X., Li, X. & Tao, D. 2009, 'A local Tchebichef moments-based robust image watermarking', Signal Processing, vol. 89, no. 8, pp. 1531-1539.
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Gao, X., Yang, Y., Tao, D. & Li, X. 2009, 'Discriminative optical flow tensor for video semantic analysis', Computer Vision And Image Understanding, vol. 113, no. 3, pp. 372-383.
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Gao, X., Lu, W., Tao, D. & Li, X. 2009, 'Image Quality Assessment Based on Multiscale Geometric Analysis', IEEE Transactions On Image Processing, vol. 18, no. 7, pp. 1409-1423.
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Gao, X., Li, X., Fen, J. & Tao, D. 2009, 'Shot-based video retrieval with optical flow tensor and HMMs', Pattern Recognition Letters, vol. 30, no. 2, pp. 140-147.
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Gao, X., Su, Y., Li, X. & Tao, D. 2009, 'Gabor texture in active appearance models', Neurocomputing, vol. 72, no. 13-15, pp. 3174-3181.
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Gao, X., An, L., Li, X. & Tao, D. 2009, 'Reversibility improved lossless data hiding', Signal Processing, vol. 89, no. 10, pp. 2053-2065.
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Huang, K., Tao, D., Yuan, Y., Li, X. & Tan, T. 2009, 'View-Independent Behavior Analysis', IEEE Transactions On Systems Man And Cybernetics Part B-Cybernetics, vol. 39, no. 4, pp. 1028-1035.
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Li, J., Zhang, L., Tao, D., Sun, H. & Zhao, Q. 2009, 'A Prior Neurophysiologic Knowledge Free Tensor-Based Scheme for Single Trial EEG Classification', IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 17, no. 2, pp. 107-115.
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Li, X., Tao, D., Gao, X. & Lu, W. 2009, 'A natural image quality evaluation metric', Signal Processing, vol. 89, no. 4, pp. 548-555.
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Mu, Y., Tao, D., Li, X. & Murtagh, F. 2009, 'Biologically Inspired Tensor Features', Cognitive Computation, vol. 1, no. 4, pp. 327-341.
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Pang, Y., Li, X., Yuan, Y., Tao, D. & Pan, J. 2009, 'Fast Haar Transform Based Feature Extraction for Face Representation and Recognition', IEEE Transactions on Information Forensics and Security, vol. 4, no. 3, pp. 441-450.
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Shen, J., Tao, D. & Li, X. 2009, 'QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval', IEEE Transactions On Multimedia, vol. 11, no. 2, pp. 313-323.
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Tao, D., Li, X., Wu, X. & Maybank, S.J. 2009, 'Geometric Mean for Subspace Selection', IEEE Transactions On Pattern Analysis And Machine Intelligence, vol. 31, no. 2, pp. 260-274.
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Tao, D., Li, X., Lu, W. & Gao, X. 2009, 'Reduced-Reference IQA in Contourlet Domain', IEEE Transactions On Systems Man And Cybernetics Part B-Cybernetics, vol. 39, no. 6, pp. 1623-1627.
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Xiao, B., Gao, X., Tao, D. & Li, X. 2009, 'A new approach for face recognition by sketches in photos', Signal Processing, vol. 89, no. 8, pp. 1576-1588.
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Yuan, Y., Li, X., Pang, Y., Lu, X. & Tao, D. 2009, 'Binary Sparse Nonnegative Matrix Factorization', IEEE Transactions On Circuits And Systems For Video Technology, vol. 19, no. 5, pp. 772-777.
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Zhang, T., Tao, D., Li, X. & Yang, J. 2009, 'Patch Alignment for Dimensionality Reduction', IEEE Transactions On Knowledge And Data Engineering, vol. 21, no. 9, pp. 1299-1313.
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Gao, X., Xiao, B., Tao, D. & Li, X. 2008, 'Image categorization: Graph edit distance + edge direction histogram', Pattern Recognition, vol. 41, no. 10, pp. 3179-3191.
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Gao, X., Zhong, J., Tao, D. & Li, X. 2008, 'Local face sketch synthesis learning', Neurocomputing, vol. 71, no. 10-12, pp. 1921-1930.
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Gao, X., Lu, W., Li, X. & Tao, D. 2008, 'Wavelet-based contourlet in quality evaluation of digital images', Neurocomputing, vol. 72, no. 1-3, pp. 378-385.
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Li, J., Li, X. & Tao, D. 2008, 'KPCA for semantic object extraction in images', Pattern Recognition, vol. 41, no. 10, pp. 3244-3250.
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Li, N., Chen, C., Wang, Q., Song, M., Tao, D. & Li, X. 2008, 'Avatar motion control by natural body movement via camera', Neurocomputing, vol. 72, no. 1-3, pp. 648-652.
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Li, X., Maybank, S.J., Yan, S., Tao, D. & Xu, D. 2008, 'Gait components and their application to gender recognition', IEEE Transactions On Systems Man And Cybernetics Part C-Applications And Reviews, vol. 38, no. 2, pp. 145-155.
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Li, X., Tao, D., Maybank, S.J. & Yuan, Y. 2008, 'Visual music and musical vision', Neurocomputing, vol. 71, no. 10-12, pp. 2023-2028.
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Lu, W., Gao, X., Tao, D. & Li, X. 2008, 'A wavelet-based image quality assessment method', International Journal of Wavelets, Multiresolution and Information Processing, vol. 6, no. 4, pp. 541-551.
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Pang, Y., Tao, D., Yuan, Y. & Li, X. 2008, 'Binary two-dimensional PCA', IEEE Transactions On Systems Man And Cybernetics Part B-Cybernetics, vol. 38, no. 4, pp. 1176-1180.
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Shen, J., Tao, D. & Li, X. 2008, 'Modality Mixture Projections for Semantic Video Event Detection', IEEE Transactions On Circuits And Systems For Video Technology, vol. 18, no. 11, pp. 1587-1596.
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Sun, J., Tao, D., Papadimitriou, S., Yu, P.S. & Faloutsos, C. 2008, 'Incremental Tensor Analysis: Theory and Applications', ACM Transactions on Knowledge Discovery from Data, vol. 2, no. 3, pp. 11:1-11:37.
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Tao, D., Song, M., Li, X., Shen, J., Sun, J., Wu, X., Faloutsos, C. & Maybank, S.J. 2008, 'Bayesian Tensor Approach for 3-D Face Modeling', IEEE Transactions on Circuits and Systems for Video Technology, vol. 18, no. 10, pp. 1397-1410.
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Tao, D., Li, X., Wu, X. & Maybank, S.J. 2008, 'Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selection', Neurocomputing, vol. 71, no. 10-12, pp. 1866-1882.
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Tao, D., Tang, X. & Li, X. 2008, 'Which components are important for interactive image searching?', IEEE Transactions on Circuits and Systems for Video Technology, vol. 18, no. 1, pp. 3-11.
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Xiao, B., Gao, X., Tao, D. & Li, X. 2008, 'HMM-based graph edit distance for image indexing', International Journal of Imaging Systems and Technology, vol. 18, no. 2-3, pp. 209-218.
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Zhang, T., Li, X., Tao, D. & Yang, J. 2008, 'Local Coordinates Alignment (LCA): A novel manifold learning approach', International Journal of Pattern Recognition and Artificial Intelligence, vol. 22, no. 4, pp. 667-690.
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Zhang, T., Li, X., Tao, D. & Yang, J. 2008, 'Multimodal biometrics using geometry preserving projections', Pattern Recognition, vol. 41, no. 3, pp. 805-813.
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Gao, X., Li, J., Tao, D. & Li, X. 2007, 'Fuzziness Measurement Of Fuzzy Sets And Its Application In Cluster Validity Analysis', International Journal of Fuzzy Systems, vol. 9, no. 4, pp. 188-197.
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Tao, D., Li, X., Wu, X. & Maybank, S.J. 2007, 'General tensor discriminant analysis and Gabor features for gait recognition', IEEE Transactions On Pattern Analysis And Machine Intelligence, vol. 29, no. 10, pp. 1700-1715.
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Tao, D., Li, X. & Maybank, S.J. 2007, 'Negative samples analysis in relevance feedback', IEEE Transactions On Knowledge And Data Engineering, vol. 19, no. 4, pp. 568-580.
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Tao, D., Li, X., Wu, X., Hu, W. & Maybank, S.J. 2007, 'Supervised tensor learning', Knowledge And Information Systems, vol. 13, no. 1, pp. 1-42.
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Xu, D., Yan, S., Tao, D., Lin, S. & Zhang, H. 2007, 'Marginal Fisher analysis and its variants for human gait recognition and content-based image retrieval', IEEE Transactions On Image Processing, vol. 16, no. 11, pp. 2811-2821.
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Li, J., Allinson, N., Tao, D. & Li, X. 2006, 'Multitraining support vector machine for image retrieval', IEEE Transactions On Image Processing, vol. 15, no. 11, pp. 3597-3601.
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Tao, D., Tang, X., Li, X. & Wu, X. 2006, 'Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval', IEEE Transactions On Pattern Analysis And Machine Intelligence, vol. 28, no. 7, pp. 1088-1099.
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Tao, D., Tang, X., Li, X. & Rui, Y. 2006, 'Direct kernel biased discriminant analysis: A new content-based image retrieval relevance feedback algorithm', IEEE Transactions On Multimedia, vol. 8, no. 4, pp. 716-727.
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Xu, D., Yan, S., Tao, D., Zhang, L., Li, X. & Zhang, H. 2006, 'Human gait recognition with matrix representation', IEEE Transactions On Circuits And Systems For Video Technology, vol. 16, no. 7, pp. 896-903.
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Conference Papers

Li, J. & Tao, D. 2012, 'Sampling Normal Distribution Restricted on Multiple Regions', Doha, Qatar, November 2012 in International Conference on Neural Information Processing, ed T. Huang et al., Springer-Verlag, Lecture Notes in Computer Science, Volume 7663, pp. 492-500.

Bian, W. & Tao, D. 2011, 'Learning a Distance Metric by Empirical Loss Minimization', Twenty-Second International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 2011 in Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, ed Toby Walsh, AAAI Press/International Joint Conferences on Artificial Intelligence, Menlo Park, California, pp. 1186-1191.

Cheng, J., Tao, D., Liu, J., Wong, D.W., Lee, B.H., Baskaran, M., Wong, T.Y. & Aung, T. 2011, 'Focal Biologically Inspired Feature for Glaucoma Type Classification', Medical Image Computing and Computer-Assisted Intervention Ô++ MICCAI, Toronto, Canada, September 2011 in Lecture Notes in Computer Science. 14th International Conference. Medical Image Computing and Computer-Assisted Intervention MICCAI2011, ed Gabor Fichtinger, Anne Martel, Terry Peters, Springer-Verlag Berlin / Heidelberg, Berlin/Heidelberg, pp. 91-98.

Gao, Y., Wang, M., Luan, H., Shen, J., Yan, S. & Tao, D. 2011, 'Tag-Based Social Image Search with Visual-Text Joint Hypergraph Learning', ACM Multimedia, Scottsdale, Arizona, USA, November 2011 in Proceedings of the 2011 ACM Multimedia Conference & Co-Located Workshops, ed K. Sel+ºuk Candan, Sethuraman (Panch) Panchanthan, & Balakrishnan (Prabha) Prabhakaran, Association for Computing Machinery, Inc. (ACM)., Danvers, MA, USA, pp. 1517-1520.

Li, J. & Tao, D. 2011, 'A Probabilistic Model for Discovering High Level Brain Activities from fMRI', Shanghai, China, November 2011 in Lecture Notes in Computer Science, ed B. Lu, L. Zhang and J. Kwok, Springer-Verlag, Berlin/Heidelberg, pp. 329-336.

Li, J., Bian, W., Tao, D. & Zhang, C. 2011, 'Learning Colours from Textures by Sparse Manifold Embedding', AI 2011: Advances in Artificial Intelligence.24th Australasian Joint Conference, Perth, Australia, December 2011 in Lecture Notes in Artificial Intelligence.AI 2011: Advances in Artificial Intelligence.24th Australasian Joint Conference, ed Dianhui Wang, Mark Reynolds, Springer-Verlag Berlin / Heidelberg, Berlin/Heidelberg, pp. 600-608.
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Li, J. & Tao, D. 2011, 'Wisdom of Crowds: Single Image Super-resolution from the Web', Vancouver, Canada, December 2011 in ofWorkshop on Large Scale Visual Analytics with the IEEE International Conference on Data Mining, ed Myra Spiliopoulou, Haixun Wang, Diane Cook, Jian Pei, Wei Wang, Osmar Za+»ane, and Xindong Wu, IEEE- Computer Society, Los Alamitos, Ca, USA, pp. 812-816.
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Li, Y., Geng, B., Zha, Z., Tao, D., Yang, L. & Xu, C. 2011, 'Difficulty Guided Image Retrieval using Linear Multiview Embedding', Scottsdale, Arizona, USA, November 2011 in Proceedings of the 2011 ACM Multimedia Conference, ed K.Selcuk Candan, Sethuraman Panchanthan, Balakrishnan Prabhakaran, ACM, USA, pp. 1169-1172.

Li, Y., Geng, B., Zha, Z., Li, Y., Tao, D. & Xu, C. 2011, 'Query Expansion by Spatial Co-occurrence for Image Retrieval', ACM Multimedia, Scottsdale, Arizona, USA, November 2011 in Proceedings of the 2011 ACM Multimedia Conference & Co-Located Workshops, ed K. Sel+ºuk Candan, Sethuraman (Panch) Panchanthan, & Balakrishnan (Prabha) Prabhakaran, Association for Computing Machinery, Inc. (ACM), Danvers, MA, USA, pp. 1177-1180.

Luo, Y., Tao, D., Geng, B., Xu, C. & Maybank, S.J. 2011, 'Shared Feature Extraction for Semi-supervised Image Classification', Scottsdale, AZ, USA, November 2011 in Proceedings of ACM Multimedia 2011 and the co-located Workshops, ed K. Sel+ºuk Candan, Sethuraman (Panch) Panchanthan, & Balakrishnan (Prabha) Prabhakaran, Association for Computing Machinery, Inc. (ACM), Danvers, MA, USA, pp. 1165-1168.

Mu, Y., Ding, W., Tao, D. & Stepinski, T.T. 2011, 'Biologically Inspired Model for Crater Detection', International Joint Conference on Neutral Networks. IJCNN, San Jose, July 2011 in International Join Conference on Neural Networks, ed Minai, A, IEEE, USA, pp. 2487-2495.

Mu, Y., Ding, W., Morabito, M. & Tao, D. 2011, 'Empirical Discriminative Tensor Analysis for Crime Forecasting', International Conference on Knowledge Science, Engineering and Management, Irvine, USA, December 2011 in Proceedings Knowledge Science, Engineering and Management 5th International Conference, KSEM 2011, ed H. Xiong and W.B. Lee, Springer, The Netherlands, pp. 293-304.
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Wang, S., Song, M., Tao, D., Zhang, L., Bu, j. & Chen, C. 2011, 'Opponent and Feedback: Visual Attention Captured', International Conference, ICONIP, Shanghai, China, November 2011 in Lecture Notes in Computer Science. Neural Information Processing. 18th International Conference, ICONIP 2011, ed Bao-Liang Lu, Liqing Zhang, James Kwok, Springer-Verlag Berlin / Heidelberg, Berlin/Heidelberg, pp. 667-675.

Zhang, C. & Tao, D. 2011, 'Generalization Bound for Infinitely Divisible Empirical Process', Fourteenth International Conference on Artificial Intelligence and Statistics, Ft. Lauderdale, FL, USA, April 2011 in Journal of Machine Learning Research Workshop and Conference Proceedings, ed Gordon, Geoff; Dunson, David, MIT Press, USA, pp. 864-872.
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Zhang, L., Song, M., Bian, W., Tao, D., Liu, X., Bu, j. & Chen, C. 2011, 'Feature Relationships Hypergraph for Multimodal Recognition', International Conference, ICONIP, Shanghai, China, November 2011 in Lecture Notes in Computer Science. Neural Information Processing. 18th International Conference, ICONIP 2011, ed Bao-Liang Lu, Liqing Zhang, James Kwok, Springer-Verlag Berlin / Heidelberg, Berlin/Heidelberg, pp. 589-598.

Zhang, L., Bian, W., Song, M., Tao, D. & Liu, X. 2011, 'Integrating Local Features into Discriminative Graphlets for Scene Classification', International Conference, ICONIP, Shanghai, China, November 2011 in Lecture Notes in Computer Science. Neural Information Processing. 18th International Conference, ICONIP 2011, ed Bao-Liang Lu, Liqing Zhang, James Kwok, Springer-Verlag Berlin / Heidelberg, Berlin/Heidelberg, pp. 657-666.
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Zheng, S., Xie, B., Huang, K. & Tao, D. 2011, 'Multi-view Pedestrian Recognition Using Shared Dictionary Learning with Group Sparsity', International Conference, ICONIP, Shanghai, China, November 2011 in Lecture Notes in Computer Science. Neural Information Processing. 18th International Conference, ICONIP 2011, ed Bao-Liang Lu, Liqing Zhang, James Kwok, Springer-Verlag Berlin / Heidelberg, Berlin/ Heidelberg, pp. 629-638.

Zhou, T. & Tao, D. 2011, 'GoDec: Randomized Low-rank & Sparse Matrix Decomposition in Noisy Case', International Conference on Machine Learning, Bellevue,Washington, USA, June 2011 in Proceedings of the 28th International Conference on Machine Learning, ed Lise Getoor and Tobias Scheffer, Omnipress, N/A, pp. 33-40.
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zhuo, z., Bu, j., Tao, D., Zhang, L., Song, M. & Chen, C. 2011, 'Describing Human Identity Using Attributes', Shanghai, China, November 2011 in Lecture Notes In Computer Science, Neural Information Processing,18th International Conference, ICONIP 2011, Proceedings, Part II, ed Lu, Bao-Liang; Zhang, L; Kwok, J, Springer-Verlag, Berlin/Heidelberg, pp. 86-94.

Bian, W., Li, J. & Tao, D. 2010, 'Feature Extraction For FMRI-based Human Brain Activity Recognition', International Workshop on Machine Learning in Medical Imaging, Beijing, China, September 2010 in Machine Learning In Medical Imaging, ed Fei Wang, Pingkun Yan, Kenji Suzuki and Dinggang Shen, Springer-Verlag Berlin, Berlin, pp. 148-156.
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Gao, X., Liul, N., Lui, W., Tao, D. & Li, X. 2010, 'Spatio-temporal Salience Based Video Quality Assessment', IEEE International Conference on Systems, Man and Cybernetics, Istanbul, Turkey, October 2010 in IEEE International Conference On Systems, Man And Cybernetics (SMC 2010), ed NA, IEEE, New York, pp. 1501-1505.
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Huang, Y., Huang, K., Tan, T. & Tao, D. 2010, 'A Novel Visual Organization Based On Topological Perception', Asian Conference on Computer Vision, Xian, China, September 2009 in Computer Vision - ACCV 2009, Pt I, ed Hongbin Zha, Rin-ichiro Taniguchi and Stephen Maybank, Springer-Verlag, Berlin, pp. 180-189.
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Li, J. & Tao, D. 2010, 'An Exponential Family Extension to Principal Component Analysis', International Conference on Neural Information Processing, Sydney, Australia, November 2010 in International Conference on Neural Information Processing 2011, ed Wong, Kevin K.W.; Mendis, B. Sumudu U.; Bouzerdoum, Abdesselam, Springer, Australia, pp. 1-9.
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Li, J. & Tao, D. 2010, 'Boosted Dynamic Cognitive Activity Recognition from Brain Images', International Conference on Machine Learning and Applications, Washington, D.C., USA, December 2010 in Proceedings - The 9th International Conference on Machine Learning and Applications, ICMLA 2010, ed Draghici, Sorin; Khoshgoftaar, Taghi M.; Palade, Vasile; Pedrycz, Witold; Wani, M. Arif; Zhu, Xingquan, IEEE, USA, pp. 361-366.
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Li, X., He, L., Lu, W., Gao, X. & Tao, D. 2010, 'A Novel Image Quality Metric Based On Morphological Component Analysis', IEEE International Conference on Systems, Man and Cybernetics, Istanbul, Turkey, October 2010 in IEEE International Conference On Systems, Man And Cybernetics (SMC 2010), ed NA, IEEE, New York, pp. 1449-1454.
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Liu, W., Tian, X., Tao, D. & Liu, J. 2010, 'Constrained Metric Learning via Distance Gap Maximization', AAAI Conference on Artificial Intelligenc, Atlanta Georgia, June 2010 in Proceedings of the Twenty-Fourth AAAi conference on Artificial Intelligence (AAAI-10), ed Fox, M Poole, D, AAAI Press, USA, pp. 518-524.
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Liu, W., Ma, S., Tao, D., Liu, J. & Liu, P. 2010, 'Semi-Supervised Sparse Metric Learning Using Alternating Linearization Optimization', ACM SIGKDD International Conference on Knowledge Discovery and Data, Washington, DC, USA, July 2010 in Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data, ed R. Bharat Rao, Andrew Tomkins, Qiang Yang and Balaji Krishnapuram, Association for Computing Machinery, Inc. (ACM), Danvers, MA, USA, pp. 1139-1147.
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Xie, B., Mu, Y. & Tao, D. 2010, 'm-SNE: Multiview Stochastic Neighbor Embedding', International Conference on Neural Information Processing, Sydney, Australia, November 2010 in Lecture Notes in Computer Science - Vol 6443 - Proceedings of the 17th International Conference on Neural Information Processing, ed Kok Wai Wong, B. SumuduU. Mendis and Abdesselam Bouzerdoum, Springer, The Netherlands, pp. 338-346.
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Xie, B., Song, M., Mu, Y. & Tao, D. 2010, 'Random Projection Tree and Multiview Embedding for Large-scale Image Retrieval', International Conference on Neural Information Processing, Sydney, Australia, November 2010 in The 17th International Conference on Neural Information Processing: Models and Applications (ICONIP 2010), ed Wong, Kevin K.W.; Mendis, B. Sumudu U.; Bouzerdoum, Abdesselam, Springer, Berlin, Germany, pp. 641-649.
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Yan, J., Tao, D., Tian, C., Gao, X. & Li, X. 2010, 'Chinese Text Detection And Location For Images In Multimedia Messaging Service', IEEE International Conference on Systems, Man and Cybernetics, Istanbul, Turkey, October 2010 in IEEE International Conference On Systems, Man And Cybernetics (SMC 2010), ed NA, IEEE, New York, pp. 3896-3901.
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Zhou, T. & Tao, D. 2010, 'Backward-Forward Least Angle Shrinkage for Sparse Quadratic Optimization', International Conference on Neural Information Processing, Sydney, Australia, November 2010 in Proceedings, Part I of the 17th International Conference on Neural Information Processing: Theory and Algorithms (ICONIP 2010), ed Wong, Kevin K.W.; Mendis, B. Sumudu U.; Bouzerdoum, Abdesselam, Springer, Berlin, Germany, pp. 388-396.
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Zhou, T., Tao, D. & Wu, X. 2010, 'NESVM: a Fast Gradient Method for Support Vector Machines', IEEE International Conference on Data Mining, Sydney, Australia, December 2010 in IEEE International Conference on Data Mining, ed Webb, Geoffrey I.; Liu, Bing; Zhang, Chengqi; Gunopulos, Dimitrios; Wu, Xindong, IEEE, USA, pp. 679-688.
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Bian, W., Cheng, J.L. & Tao, D. 2009, 'Biased Isomap Projections For Interactive Reranking', IEEE International Conference on Multimedia and Expo, New York, NY, June 2009 in ICME: 2009 IEEE International Conference On Multimedia And Expo, Vols 1-3, ed NA, IEEE, New York, pp. 1632-1635.
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Bian, W. & Tao, D. 2009, 'Dirichlet Mixture Allocation For Multiclass Document Collections Modeling', IEEE International Conference on Data Mining, Miami Beach, FL, December 2009 in 2009 9th IEEE International Conference On Data Mining, ed NA, IEEE, New York, pp. 711-715.
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Bian, W. & Tao, D. 2009, 'Manifold Regularization for SIR with Rate Root-n Convergence', Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 2009 in Proceedings of the 2009 Conference ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 22, ed Yoshua Bengio, Dale Schuurmans, John Lafferty, Chris Williams and Aron Culotta, Curran Associates, Inc, Vancouver, pp. 1-9.
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Geng, B., Tao, D., Xu, C., Yang, L. & Hua, X. 2009, 'Ensemble Manifold Regularization', IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Miami USA, June 2009 in IEEE Computer Society Conference on Computer Vision and Pattern Recognition, ed Huttenlocher, D Medioni, G Rehg, J, IEEE, USA, pp. 2396-2402.
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Song, D. & Tao, D. 2009, 'Discrminative Geometry Preserving Projections', IEEE International Conference on Image Processing, Cairo, Egypt, November 2009 in 2009 16th IEEE International Conference On Image Processing, Vols 1-6, ed NA, IEEE, New York, pp. 2429-2432.
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Su, Y., Tao, D., Li, X. & Gao, X. 2009, 'Texture Representation In AAM Using Gabor Wavelet And Local Binary Patterns', IEEE International Conference on Systems, Man and Cybernetics, San Antonio, TX, October 2009 in 2009 IEEE International Conference On Systems, Man And Cybernetics (SMC 2009), Vols 1-9, ed NA, IEEE, New York, pp. 3274-3279.
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Wang, B., Gao, X., Tao, D., Li, X. & Li, J. 2009, 'The Gabor-based Tensor Level Set Method For Multiregional Image Segmentation', International Conference on Computer Analysis of Images and Patterns, Munster, Germany, September 2009 in Computer Analysis Of Images And Patterns, Proceedings, ed NA, Springer-Verlag Berlin, Berlin, pp. 987-994.
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Wang, Y., Gao, X., Li, X., Tao, D. & Wang, B. 2009, 'Embedded Geometric Active Contour With Shape Constraint For Mass Segmentation', International Conference on Computer Analysis of Images and Patterns, Munster, Germany, September 2009 in Computer Analysis Of Images And Patterns, Proceedings, ed NA, Springer-Verlag Berlin, Berlin, pp. 995-1002.
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Wen, J., Gao, X., Li, X. & Tao, D. 2009, 'Incremental Learning Of Weighted Tensor Subspace For Visual Tracking', IEEE International Conference on Systems, Man and Cybernetics, San Antonio, TX, October 2009 in 2009 IEEE International Conference On Systems, Man And Cybernetics (SMC 2009), ed NA, IEEE, New York, pp. 3688-3693.
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Yang, Y., Zhuang, Y., Xu, D., Pan, Y., Tao, D. & Maybank, S.J. 2009, 'Retrieval Based Interactive Cartoon Synthesis via Unsupervised Bi-Distance Metric Learning', ACM international conference on Multimedia, Beijing, China, October 2009 in 2009 ACM International Conference on Multimedia Compilation E-Proceedings (with co-located workshops & symposiums), ed Wen Gao, Yong Rui, Alan Hanjalic, Association for Computing Machinery, Inc. (ACM), Danvers, MA, USA, pp. 311-320.
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Zhou, T. & Tao, D. 2009, 'Manifold Elastic Net For Sparse Learning', IEEE International Conference on Systems, Man and Cybernetics, San Antonio, TX, October 2009 in 2009 IEEE International Conference On Systems, Man And Cybernetics (SMC 2009), Vols 1-9, ed NA, IEEE, New York, pp. 3699-3704.
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Deng, C., Gao, X., Tao, D. & Li, X. 2008, 'Geometrically Invariant Watermarking Using Affine Covariant Regions', IEEE International Conference on Image Processing, San Diego, CA, October 2008 in 2008 15th IEEE International Conference On Image Processing, Vols 1-5, ed NA, IEEE, New York, pp. 413-416.
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Deng, C., Gao, X., Li, X. & Tao, D. 2008, 'Invariant Image Watermarking Based On Local Feature Regions', International Conference on Cyberworlds, Hangzhou, China, September 2008 in Proceedings Of The 2008 International Conference On Cyberworlds, ed NA, IEEE Computer Soc, Los Alamitos, pp. 6-10.
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Huang, Y., Huang, K., Wang, L., Tao, D., Tan, T. & Li, X. 2008, 'Enhanced Biologically Inspired Model', IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, June 2008 in 2008 IEEE Conference On Computer Vision And Pattern Recognition, Vols 1-12, ed NA, IEEE, New York, pp. 2000-2007.
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Jia, W., Deng, C., Tao, D. & Zhang, D. 2008, 'Palmprint Identification Based On Directional Representation', IEEE International Conference on Systems, Man and Cybernetics, Singapore, Singapore, October 2008 in 2008 IEEE International Conference On Systems, Man And Cybernetics (SMC), Vols 1-6, ed NA, IEEE, New York, pp. 1561-1566.
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Liu, W., Tao, D. & Liu, J. 2008, 'Transductive Component Analysis', IEEE International Conference on Data Mining, Pisa, Italy, December 2008 in ICDM 2008: Eighth IEEE International Conference On Data Mining, Proceedings, ed NA, IEEE Computer Soc, Los Alamitos, pp. 433-442.
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Lu, W., Gao, X., Li, X. & Tao, D. 2008, 'An Image Quality Assessment Metric Based Contourlet', IEEE International Conference on Image Processing, San Diego, CA, October 2008 in 2008 15th IEEE International Conference On Image Processing, Vols 1-5, ed NA, IEEE, New York, pp. 1172-1175.
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Niu, Z., Gao, X., Tao, D. & Li, X. 2008, 'Semantic Video Shot Segmentation Based On Color Ratio Feature And SVM', International Conference on Cyberworlds, Hangzhou, China, September 2008 in Proceedings Of The 2008 International Conference On Cyberworlds, ed NA, IEEE Computer Soc, Los Alamitos, pp. 157-162.
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Su, Y., Gao, X., Tao, D. & Li, X. 2008, 'Gabor-based Texture Representation In AAMs', IEEE International Conference on Systems, Man and Cybernetics, Singapore, Singapore, October 2008 in 2008 IEEE International Conference On Systems, Man And Cybernetics (SMC), Vols 1-6, ed NA, IEEE, New York, pp. 2235-2239.
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Tao, D., Sun, J., Wu, X., Li, X., Shen, J., Maybank, S.J. & Faloutsos, C. 2008, 'Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria', International Conference on Neural Information Processing, Kitakyushu, Japan, November 2007 in Neural Information Processing. 14th International Conference, ICONIP 2007, ed Masumi Ishikawa, Hiroyuki Miyamoto, Takeshi Yamakawa, Kenji Doya, Springer-Verlag Berlin / Heidelberg, Berlin/ Heidelberg, pp. 791-801.
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Zhang, t., Tao, D. & Yang, J. 2008, 'Discriminative Locality Alignment', European Conference on Computer Vision, Marseille, France, October 2008 in Computer Vision ECCV 2008, Proceedings Part I, ed David Forsyth, Philip Torr, Andrew Zisserman, Springer, Berlin, pp. 725-738.
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Deng, C., Gao, X., Tao, D. & Li, X. 2007, 'Digital Watermarking In Image Affine Co-variant Regions', International Conference on Machine Learning and Cybernetics, Hong Kong, China, August 2007 in Proceedings Of 2007 International Conference On Machine Learning And Cybernetics, Vols 1-7, ed NA, IEEE, New York, pp. 2125-2130.
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Tao, D., Li, X., Wu, X. & Maybank, S.J. 2007, 'General Averaged Divergence Analysis', IEEE International Conference on Data Mining, Omaha, Nebraska, October 2007 in Proceedings of the Seventh IEEE International Conference on Data Mining, ed Naren Ramakrishnan, Osmar R. Za+»ane, Yong Shi, Christopher W. Clifton, Xindong Wu, IEEE Computer Society, Los Alamitos, California, pp. 302-311.
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Sun, J., Tao, D. & Faloutsos, C. 2006, 'Beyond Streams and Graphs Dynamic Tensor Analysis', International Conference on Knowledge Discovery and Data Mining, Philadelphia PA USA, August 2006 in Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ed Ungar, L crave, M Gunopulos D Eliasi-Rad, T, ACM Press, New York, pp. 374-383.
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Tao, D., Li, X., Wu, X. & Maybank, S.J. 2006, 'Human Carrying Status in Visual Surveillance', IEEE Computer Society Conference on Computer Vision and Pattern Recognition, New York, NY, USA, June 2006 in Proceedings 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, ed Andrew Fitzgibbon Camillo J. Taylor Yann LeCun, IEEE Computer Society, Los Alamitos, California, pp. 1670-1677.
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Tao, D., Maybank, S.J., Hu, W., Li, X. 2005, 'Stable Third-order Tensor Representation For Colour Image Classification', IEEE/WIC/ACM International Conference on Web Intelligence, Compiegne, France, September 2005 in 2005 IEEE/WIC/ACM International Conference On Web Intelligence, Proceedings, ed NA, IEEE Computer Soc, Los Alamitos, pp. 641-644.
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