Professor

Phone: 86-27-87543594

Email: wenbingtao@hust.edu.cn

Academic Areas: Image Processing, Computer Vision, Video Analysis

Research Interests:

Wenbing Tao received his Ph.D. degree in pattern recognition and intelligent system from the Huazhong University of Science and Technology (HUST), Wuhan, China, in 2004. Now he is an Professor in School of Automation, HUST. He is a research fellow in Division of Mathematical Sciences, Nanyang Technology University from Mar. 2008 to Mar. 2009. Dr. Tao's research interests lie in the area of computer vision, image segmentation, object recognition and tracking, image search engine and multimedia retrieval. He has published numerous papers and conference papers in the area of image processing and object recognition. He serves as Reviewer for many journals, such as International Journal of Computer Vision, IEEE Transaction on Image Processing, Pattern Recognition, Image Vision Computing, and so on.

Selected Publications

  1. Kunqian Li, Jiaojiao Zhang, Wenbing Tao*, Unsupervised Co-segmentation for Indefinite Number of Common Foreground Objects, IEEE Transactions on Image Processing, 25(4), 1898 - 1909, 2016.
  2. Wenbing Tao*, Kunqian Li, Kun Sun, SaCoseg: Object Cosegmentation by Shape Conformability, IEEE Transactions on Image Processing. 24 (3), 943 – 955, 2015.
  3. Wenbing Tao*, Kun Sun, Robust Point Sets Matching by Fusing Feature and Spatial Information using Non-uniform Gauss Mixture Models, IEEE Transactions on Image Processing, 24(11):3754-3767, 2015.  
  4. Kunqian Li, Wenbing Tao*, Adaptive Optimal Shape Prior for Easy Interactive Object Segmentation, IEEE Transactions on Multimedia. 17 (7), 994-1005, 2015.
  5. Zhiguo Zhang, Wenbing Tao*, Pedestrian Detection in Binocular Stereo Sequence based on Appearance Consistency, IEEE Transactions on Circuits and Systems for Video Technology. DOI: 10.1109/TCSVT.2015.2475855, 2015
  6. Zhiguo Zhang, Wenbing Tao*, K. Sun, W. Hu, L. Yao, Pedestrian Detection Aided by Fusion of Binocular Information, Pattern Recognition. DOI: 10.1016/j.patcog.2016.05.006
  7. Kun Sun, Liman Liu, Wenbing Tao, Progressive Match Expansion via Coherent Subspace Constraint, Information Sciences.DOI:10.1016/j.ins.2016.07.020.
  8. Kun Sun, Peiran Li, Wenbing Tao*, Yuanyan Tang, Feature Guided Biased Gaussian Mixture Model for image matching, Information  Sciences, 295(20): 323-336, 2015.
  9. Wenbing Tao*, Kun Sun, Asymmetrical Gauss Mixture Models for Point Sets Matching. In Proceeding of IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, June 2014.
  10. Wenbing Tao*, Yicong Zhou, Kunqian Li, Kun Sun, Zhiguo Zhang, Spatial Adjacent Bag of Features with Multiple Superpixels for Object Segmentation and Classification, Information Sciences. 218(4):373-385, 2014.
  11. C. Xu, T. Wang, J. Gao, S. Cao, W. Tao, F. Liu, An  Ordered-Patch-Based Image Classification Approach on the Image Grassmannian Manifold, IEEE Transactions on Neural Networks and Learning Systems, 25(4): 728-737, 2014.
  12. Y. Yang, S. Han, T. Wang, W. Tao, X.-C. Tai, Multilayer graph cuts based unsupervised color–texture image segmentation using multivariate mixed student's t-distribution and regional credibility merging, Pattern Recognition, 46(4): 1101-1124, 2013.
  13. Wenbing Tao*, Iterative Narrow Band based Graph Cuts Optimization for Geodesic Active Contours with Region Forces (GACWRF), IEEE Transactions on Image Processing, vol. 21(1): 284-296, 2012.
  14. Liman Liu, Wenbing Tao*, Image Segmentation by Iteratively Optimization of Multiphase Multiple Piecewise Constant Model and Four-Color Relabeling, Pattern Recognition, vol. 44(12), pp.2819-2833, 2011.
  15. Shoudong Han, Wenbing Tao*, Xianglin Wu, "Texture Segmentation using Independent-scale Component-wise Riemannian-covariance Gaussian Mixture Model in KL Measure based Multi-Scale Nonlinear Structure Tensor Space, Pattern Recognition, vol. 44(3), pp. 503-518, 2011.
  16. Xiaobai Liu, Liang Lin, Hai Jin, Shuicheng Yan, Wenbing Tao. "Integrating Spatio-temporal Contextual Information for Target Recognition and Localization in Visual Surveillance". IEEE Transactions on Circuits and Systems for Video Technology. vol. 21(4), pp.393-407, 2011.
  17. Wenbing Tao*, Feng Chang, Liman Liu, Hai Jin, Tianjiang Wang, "Interactively Multiple Scenes Segmentation based on Variational Formulation and Graph Cuts", Pattern Recognition. Vol. 43, no.10, Oct. 2010, pp 3208-3218.
  18. Shoudong Han, Wenbing Tao*, Desheng Wang, Xue-cheng Tai, Xianglin Wu. Image Segmentation Based on GrabCut Framework Integrating Multi-scale Nonlinear Structure Tensor. IEEE Transactions on Image Processing. vol. 18, no. 10, pp 2289-2302, Oct. 2009.
  19. Wenbing Tao*, Hai Jin, Yimin Zhang, Liman Liu, Desheng Wang. Image Thresholding Using Graph Cuts. IEEE Transactions on Systems Man and Cybernetics Part A-Systems and Humans. v.38, no.5, pp1181-1195, Sep. 2008.
  20. Wenbing Tao*, Hai Jin, Yimin Zhang. Color Image Segmentation Based on Mean Shift and Graph Cuts. IEEE Transactions on Systems Man and Cybernetics Part B-Cybernetics. vol. 37, no.5, pp 1382-1389, Oct., 2007.
  21. Jiaojiao Zhang,  Kunqian Li, Wenbing Tao, Multivideo Object Cosegmentation for Irrelevant Frames Involved Videos, IEEE Signal Processing Letters. 23(6), 2016
  22. Liman Liu, Kunqian Li, Wenbing Tao*, Auto-adjusted shape prior based interactive segmentation via point set registration, Electronics Letters. 51(2): 123-125, 2015.
  23. Qisong WuZhang, Y.D.Wenbing TaoAmin, .G. Radar-based fall detection based on Doppler time–frequency signatures for assisted living, Radar, Sonar & Navigation, IET , 9(2): 164-172, 2015.
  24. D. Zhang, Y. Wang, W. Tao*, C. Xiong, Epipolar geometry estimation for wide baseline stereo by Clustering Pairing Consensus, Pattern Recognition Letters, 36(15): 1-9, 2014.
  25. Xiangli Liao, Hongbo Xu, Yicong Zhou, Kunqian Li, Wenbing Tao*, Qiuju Guo, Automatic image segmentation using salient key point extraction and star shape prior, Signal Processing. 105(11): 122-136, 2014. 
  26. Zhiguo Zhang, Wenbing Tao*, Confidence-driven Infrared Target Detection, Infrared Physics and Technology. 66(9):78-83, 2014.
  27. Liman Liu, Kunqian Li, Wenbing Tao*, Image segmentation based on anisotropic diffusion and graph cuts optimization, Electronics Letters, 50(25): 1923-1925, 2014.
  28.  Y. Yang, L. Guo, T. Wang, W. Tao, G. Shao, Q. Feng, Unsupervised multiphase color-texture image segmentation based on variational formulation and multilayer graph, Image and Vision Computing.  32, (2014), 87-106.
  29. Wenbing Tao* and Xue-cheng Tai. "Multiple Piecewise Constant Active Contours for Image Segmentation using Graph Cuts Optimization", Image and Vision Computing, vol. 29(8): 499-508, 2011.
  30. Liman Liu, Wenbing Tao*, Jin Liu, Jinwen Tian, "A Variational Model and Graph Cuts Optimization for Interactive Foreground Extraction", Signal Processing. vol. 91(5), pp. 1210-1215, 2011.
  31. Shoudong Han, Wenbing Tao*, Xianglin Wu, Xue-cheng Tai, Tianjiang Wang. "Fast Image Segmentation Based on Multilevel Banded Closed-Form Method", Pattern Recognition Letters, vol. 32, no. 2, pp 216-225, Feb. 2010.
  32. Wenbing Tao*, Hai Jin, Liman Liu. Object Segmentation Using Ant Colony Optimization Algorithm and Fuzzy Entropy. Pattern Recognition Letters, 28(5):7 88~796, 2007.
  33. Jin Liu, Deren Li, Wenbing Tao. An automatic method for generating affine moment invariants. Pattern Recognition Letters, vol. 28, no. 16, pp. 2295-2304, Dec. 2007.
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