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王菡子 福建省“百人计划”高层次创新人才、闽江学者特聘教授、博士生导师、计算机科学系系主任

澳大利亚莫纳士大学(Monash University) 博士(2004)

研究方向:计算机视觉 模式识别 遥感影像的智能分析

所属部门:计算机科学系

电子邮件:hanzi.wang (AT) xmu.edu.cn

个人主页:http://pami.xmu.edu.cn/hanzi

个人简历:

主讲课程: 

人工智能导论

专题报告 (研究生课)

指导研究生: 

2011: 博士生:王军; 硕士生:蔡锦龙,顾令飞,陈志辉

2010: 博士生:唐建宇; 硕士生:吕超鑫,覃涛,刘光禄

学术兼职: 

IEEE 高级会员, 2009-

澳大利亚阿德莱德大学计算机科学学院兼职教授, 2010-2012

国际期刊 IEEE Transactions on Circuits and Systems for Video Technology 编委, 2010-

美国国家科学基金(NSF)项目评审专家, 2011

福建省人工智能学会常务理事, 2011-

在研项目: 

移动摄像机下基于鲁棒统计模型和多线索融合的目标跟踪方法研究,国家自然基金面上项目, 2012-2015

鲁棒模型拟合中的关键问题研究及应用,面上项目,2015-2018

代表性论文: 

沈媛媛, *严严, 王菡子, 2014. 有监督的距离度量学习算法研究进展. 自动化学报, 40(12): 2673-2686 (EI) .

Qu Y, Wu S, Liu H, Xie Y, *Wang H, 2014. Evaluation of local features and classifiers in BOW model for image classification, Multimedia Tools and Applications, 70(2):605-624 (SCI/EI) .

Jun W, *Wang H, Yan Y, 2014. Robust visual tracking by metric learning with weighted histogram representations. Neurocomputing, doi:10.1016/j.neucom.2014.11.050 (SCI/EI).

Tang J, Yan Y, *Wang H, 2014. Learning Hough regression models via bridge partial least squares for object detection. Neurocomputing, DOI:doi:10.1016/j.neucom.2014.10.071. (SCI/EI).

Wang H, *Wang C, Luo H, Li P, Cheng M, Wen C, Li J, 2014. Object detection in terrestrial laser scanning point clouds based on Hough forest, IEEE Geoscience and Remote Sensing Letters, 11(10): 1807-1811 (IEEE: SCI/EI).

Yan Y, Shen C, *Wang H, 2014. Efficient semidefinite spectral clustering via Lagrange duality. IEEE Transactions on Image Processing, 23(8):3522-3534 (IEEE: SCI/EI) .

Yan Y, *Wang H, Suter D, 2014. Multi-subregion based correlation filter bank for robust face recognition, Pattern Recognition 47(11):3487-3501 (SCI/EI) .

Zhong B, Yao H, Chen S, Ji R, Chin T, *Wang H, 2014.  Visual tracking via weakly supervised learning from multiple imperfect oracles.  Pattern Recognition, 47(1):1395–1410 (SCI/EI) .

Sun Z, *Wang C, Wang H, Li J, 2013.  Learn multiple-kernel SVMs for domain adaptation in hyperspectral data, IEEE Geoscience and Remote Sensing Letters, 10(5): 1224-1228 (IEEE: SCI/EI).

Qu Y, Liu H, Yang X, Fang S, *Wang H, 2013. Weakly-supervised object localization in unlabeled image collection, Multimedia Systems, 19(1): 51-63

Yan Y, *Wang H, Li C, Yang C, Zhong B, 2013. An Effective unconstrained correlation filter and its kernelization for face recognition, Neurocomputing, 119: 201-211.

Zhong B, Chen Y, Ji R, Chen D, *Wang H, 2013. Background subtraction driven seeds selection for moving objects segmentation and matting, Neurocomputing (Elsevier), 103:132- 142.

Li X, Dick A, Shen C, Zhang Z, Hengel A, *Wang H, 2013. Visual tracking with spatio-temporal Dempster-Shafer information fusion, IEEE Transactions on Image Processing (TIP), 22(8):,3028-3040.

Li X, Dick A, Shen C, Hengel A, *Wang H, 2013. Incremental learning of 3D-DCT compact representations for robust visual tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(64): 863-881.

Li Chi,…, Wang Hanzi*, Robust object tracking in crowd dynamic scenes using explicit stereo depth,Asian Conference on Computer Vision, Nov. 5-9, 2012

Tang Jianyu, Wang Hanzi*, Semantic Hough Transform based object detection with Partial Least Squares,International Conference on Pattern Recognition,Nov. 11-15, 2012

Shen CH,…, Wang HZ*,uBoost: Boosting with the Universum,IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE?,Vol 34,Iss 6,pp 825-832(2012)

Wang Hanzi, Suter David ,Simultaneously Fitting and Segmenting Multiple-Structure Data with Outliers,IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE?,Vol 34,Iss 6,pp 1177-1192(2012)

Mirota  DJ, Wang  HZ*,and et al ,A System for Video-Based Navigation for Endoscopic Endonasal Skull Base Surgery,IEEE TRANSACTIONS ON MEDICAL IMAGING,Vol 31,Iss 4,pp 963-976(2012)

H. Wang*, T.-J. Chin, D. Suter, "Simultaneously Fitting and Segmenting Multiple-Structure Data with Outliers", IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), to appear, 2012. (SCI, EI 检索: 影响因子5.96).

C. Shen, P. Wang, F. Shen, H. Wang*, "UBoost: Boosting with the Universum", IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), to appear, 2012. (SCI, EI 检索: 影响因子5.96). ( * - 通讯作者)

D.J.Mirota, H. Wang*, R.H. Taylor, M. Ishii, G.L. Gallia, and G.D. Hager, "A System for Video-based Navigation for Endoscopic Endonasal Skull Base Surgery", IEEE Trans. on Medical Imaging (TMI), to appear, 2012. (SCI, EI 检索: 影响因子4.00). ( * - 通讯作者)

王菡子, 唐建宇, 基于语义Hough变换和偏最小二乘法的目标检测方法. 授权号:ZL 2012 1 0272631.X, 发明专利;、

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