English Version

Hanzi
My E-mail Address: 

Wang.Hanzi@gmail.com

Hanzi.Wang@xmu.edu.cn 

New 2017年招收博士和硕士研究生(研究方向为计算机视觉等): 2017博士生2-3名(注:今年厦大信院实行申请制), 硕士生4-6名;另外,招收博士后和海外博士生数名,欢迎优秀学子加盟。

New  招聘信息: 厦门大学模式分析与机器智能研究中心面向海内外诚聘教授/副教授/助理教授数名,欢迎优秀学者加盟。

New  澳大利亚皇家墨尔本理工大学(RMIT)奖学金(PDF),联系人: Ali Bab-Hadiashar 教授

关于本人 (English Version):                          

王菡子,福建省“闽江学者”特聘教授(厦门大学),省“百人计划”,博士生导师厦门大学模式分析与机器智能研究中心主任,福建省“智慧城市感知与计算”重点实验室副主任; 2004年获澳大利亚MONASH大学博士学位,并荣获Douglas Lampard最佳博士论文奖。2004至2006年在澳大利亚MONASH大学电子计算机系统工程系工作,任该系研究员(Research Fellow);2006至2008年在美国JOHNS HOPKINS大学计算机科学系工作,先后任该系博士后研究员(Postdoctoral Fellow)和助理研究科学家(Assistant Research Scientist);2008至2010年在澳大利亚Adelaide大学计算机学院工作,任职高级研究员(Senior Research Fellow);2010至2012年在澳大利亚Adelaide大学计算机学院任兼职教授(Adjunct Professor)。2010-2013年分别入选(获得)福建省“闽江学者”特聘教授、厦门市杰出青年科技人才创新计划项目、厦门市重点引进人才和福建省“百人计划”;2014年获得厦门大学厦航奖教金(科研类)。主要研究方向:计算机视觉和模式识别,图像和视频处理,视频跟踪与监控,鲁棒统计学和模型拟合,目标检测,目标与人脸识别,运动估计与分割,光流计算,多视几何学,三维重构等。在国内外重要学术期刊和国际学术会议上已发表论文100余篇,其中,多篇发表在国际顶级期刊IEEE TPAMI(6篇)、IJCV(2篇)和国际权威期刊如IEEE TIP、IEEE TMI、IEEE TCSVT、IEEE TMM、IEEE T-ITS、PR等上,以及国际权威会议如ICCV,ECCV,CVPR,NIPS,MICCAI等上。被SCI收录近50篇,EI收录100多篇。

现为IEEE高级会员(Senior Member),曾担任国际权威SCI期刊《IEEE Transactions on Circuits and Systems for Video Technology》编委(Associate Editor, 2010-2015)和国际重要SCI期刊《Pattern Recognition Letters》特邀编辑(Guest Editor-2009年)。担任美国、葡萄牙和中国国家自然科学基金会的特邀评审专家或会评专家。担任ACM国际会议ICIMCS2014大会主席、国际会议CVRS2012程序委员会主席、ACCV2016 and DICTA2010区域主席、VALSE2017 Tutorial主席、ICIG2015IEEE NAS2012宣传主席,以及国际会议ICCV,CVPR,PAKDD,ICIG, ADMA,CISP,CW和ACCV的程序委员会委员。还担任二十余种国际权威期刊如IEEE TPAMI,IEEE TIP,IEEE TCSVT,IJCV,IEEE T. SMC-B,CVIU,IVC等和二十余种国际权威会议如SIGGRAPH,ICCV, ECCV,CVPR,ICIP,ICPR,ACCV等的特邀审稿人。

For Prospective Researchers and Students
I'm always interested in recruiting talent Researchers, Postdoctors,PhD and Master students - send me an email (Wang.Hanzi@gmail.com or Hanzi.Wang@xmu.edu.cn) and a Resume (in Pdf NOT word format) if you think you have Outstanding Potential, Good Skills at Programming and English, and Strong Motivation in doing research at international level.

最新更新:

研究兴趣:

团队成员: (相片2014)

当前团队包括副教授2名,博士后1名,博士生6名,硕士生十余名.

出版物 (Copyright Statement)

特色期刊论文:

Incremental Learning of 3D-DCT Compact Representations for Robust Visual Tracking
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol 35, No. 64, pages 863 - 881, Apr. 2013.
Simultaneously Fitting and Segmenting Multiple-Structure Data with Outliers
IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol 34, No. 6, pages 1177 - 1192, June 2012.
(pdf) (Partial data and ground truth are available: here)
UBoost: Boosting with the Universum
IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), Vol 34, No. 4, pages 825 - 832, June 2012.
(pdf)

其余期刊论文:

Object Discovery via Cohesion Measurement.
IEEE Transactions on Cybernetics (IEEE T-Cyber), accepted, 2017.
(pdf)

Local Co-occurrence Selection via Partial Least Squares for Pedestrian Detection.
IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), accepted, 2017.
(pdf)

Adaptive Appearance Modeling with Point-to-set Metric Learning for Visual Tracking.
IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), accepted, 2017.
(pdf)

Motion Segmentation via a Sparsity Constraint.
IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), Vol 18, No. 4, pages 973 - 983, 2017.
(pdf)

Efficient Guided Hypothesis Generation for Multi-structure Epipolar Geometry Estimation.
Computer Vision and Image Understanding (CVIU), Vol 154, pages 152 - 165, 2017.
(pdf)

A Unified Hypothesis Generation Framework for Multi-structure Model Fitting.
Neurocomputing  (Elsevier), Vol 222, pages 144 - 154, 2017.

Fast Covariant VLAD for Image Search.
IEEE Transactions on Multimedia (IEEE TMM), Vol 18, No. 9, pages 1843 - 1854, 2016.
(pdf)

Removing Turbulence Effect via Hybrid Total Variation and Deformation-guided Kernel Regression.
IEEE Transactions on Image Processing (TIP), Vol 25, No. 10, pages 4943 - 4958, 2016.

Hypergraph modelling for geometric model fitting.
Pattern Recognition (PR),Vol 60, pages 748 - 760, 2016.
(pdf)

Quadratic Projection Based Feature Extraction with Its Application to Biometric Recognition.
Pattern Recognition (PR),Vol 56, pages 40 - 49, 2016.
(pdf)

Discriminative Weighted Sparse Partial Least Squares for Human Detection.
IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), Vol 17, No. 4, pages 1062 - 1071, 2016.
(pdf)

Visual Saliency Detection Based on Homology Similarity and An Experimental Evaluation.
Journal of Visual Communication and Image Representation (JVCI), Vol 40, pages 251 - 264, 2016.
(pdf)

Mode Seeking on Graphs for Geometric Model Fitting via Preference Analysis.
Pattern Recognition Letters (PRL), Vol 83, pages 294 - 302, 2016.

Rapid Hypothesis Generation by Combining Residual Sorting with Local Constraints.
Multimedia Tools and Applications, (MTA), Vol 75, No. 12, pages 7445 - 7464, 2016.

Learning Hough Regression Models via Bridge Partial Least Squares for Object Detection.
Neurocomputing  (Elsevier), Vol 152, pages 236 - 249, 2015.
(pdf)

Affine Hull Based Target Representation for Visual Tracking.
Journal of Visual Communication and Image Representation (JVCI), Vol 30, pages 266 - 276, 2015.
(pdf)

Robust Visual Tracking by Metric Learning with Weighted Histogram Representations.
Neurocomputing  (Elsevier), Vol 153, pages 77-88, 2015.

Efficient Semidefinite Spectral Clustering via Lagrange Duality.
IEEE Transactions on Image Processing (TIP), Vol 23, No. 8, pages 3522 - 3534, 2014.
(pdf)

Multi-Subregion Based Correlation Filter Bank for Robust Face Recognition
Pattern Recognition (PR),Vol 47, pages 3487 - 3501, 2014.
(pdf)

Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles. 
Pattern Recognition (PR), Vol 47, pages 1395–1410, 2014.
Evaluation of local features and classifiers in BOW Model for Image Classification.
Multimedia Tools and Applications, Vol 70, No. 2, pages 605 - 624, 2014.
Visual tracking with spatio-temporal Dempster-Shafer information fusion.
IEEE Transactions on Image Processing (TIP),
Vol 22, No. 8, pages 3028 - 3040, Aug. 2013.
An Effective Unconstrained Correlation Filter and Its Kernelization for Face Recognition
Neurocomputing  (Elsevier), Vol 119, pages 201– 211, Nov. 2013.
Weakly-supervised object localization in unlabeled image collection.
Multimedia Systems, Vol 19, No. 1, pages 51-63, Feb. 2013.
Background Subtraction Driven Seeds Selection for Moving Objects Segmentation and Matting
Neurocomputing (Elsevier), Vol 103, pages 132- 142, Mar. 2013.
A System for Video-based Navigation for Endoscopic Endonasal Skull Base Surgery
IEEE Trans. on Medical Imaging (TMI), Vol 31, No. 4, pages 963 - 976, June 2012.
(pdf)
Boosting Histograms of Descriptor Distances for Scalable Multiclass Specific Scene Recognition.
Image and Vision Computing (IVC), Vol 29, No. 4, pages 241-250, Mar. 2011.

图书章节:

会议论文:

Superpixel-based Two-view Deterministic Fitting for Multiple-structure Data.
European Conference on Computer Vision (ECCV), Amsterdam, Netherlands,Oct.8-16, 2016
(pdf)

Message Passing on the Two-layer Network for Geometric Model Fitting.
Asian Conference on Computer Vision (ACCV), Taibei, Nov.20-24, 2016.(Oral - about 5% acceptance rate)
(pdf)

Sparse Similarity Metric Learning for Kinship Verification.
IEEE Visual Communications and Image Processing (VCIP), Chengdu, China, Nov.23-30. (Top 10% award)
(pdf)

Mode-seeking on Hypergraphs for Robust Geometric Model Fitting.
IEEE International Conference on Computer Vision (ICCV), Santiago, Chile, Dec.13-16, 2015
(pdf)

Text Localization with Hierarchical Multiple Feature Learning.
Pacific-Rim Conference on Multimedia (PCM), Gwangju, South Korea, Sept.16-18, 2015

Scene Text Recognition Using Sparse Coding Based Features
IEEE International Conference on Image Processing (ICIP), Paris, France, Oct.27-30, 2014
. (Top 10% award)

  
  
AMSAC: An Adaptive Robust Estimator for Model Fitting
IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, Sept.15-18, 2013.
(Top 10% of accepted papers)
Discriminative Filter Based Regression Learning for Facial Expression Recognition
IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, Sept.15-18, 2013.

Adaptive Scale Based Entropy-like Estimator for Robust Fitting
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 26-31, 2013. (Oral)
Online Structured Hough Forests for Visual Tracking
IEEE International Conference on Acoustics, Speech,and Signal Processing (ICASSP), Vancouver, Canada, May 26-31, 2013.
Robust Object Tracking in Crowd Dynamic Scenes using Explicit Stereo Depth.
LECTURE NOTES IN COMPUTER SCIENCE, Asian Conference on Computer Vision (ACCV), Daejeon, Korea, November 5-9, 2012. (about 26% acceptance rate)
Robust Visual Tracking with the Cross-bin Metric.
International Conference on Pattern Recognition (ICPR), Tsukuba Science City, Japan, November 11-15, 2012. (Oral - about 15% acceptance rate)
Image Super-Resolution Based on Multikernel Regression  
International Conference on Pattern Recognition (ICPR), Tsukuba Science City, Japan, November 11-15, 2012. (Oral - about 15% acceptance rate)
Semantic Hough Transform Based Object Detection with Partial Least Squares.
International Conference on Pattern Recognition (ICPR), Tsukuba Science City, Japan, November 11-15, 2012.
Accelerated Robust Sparse Coding for Fast Face Recognition.
International Conference on Pattern Recognition (ICPR), Tsukuba Science City, Japan, November 11-15, 2012.
Matting-Driven Online Learning of Hough Forests for Object Tracking.  
International Conference on Pattern Recognition (ICPR), Tsukuba Science City, Japan, November 11-15, 2012.
A Novel Unconstrained Correlation Filter and Its Application in Face Recognition.  
LECTURE NOTES IN COMPUTER SCIENCE, Sino-foreign-interchange Workshop on Intelligence Science and Intelligent Data Engineering (ISCIDE), Nanjing, China, Oct. 15-17, 2012.
Graph Mode-based Contextual Kernels for Robust SVM Tracking.
IEEE International Conference on Computer Vision (ICCV), Barcelona, Spain, 2011.
Occlusion Handling with ℓ1-Regularized Sparse Reconstruction.
LECTURE NOTES IN COMPUTER SCIENCE, Asian Conference on Computer Vision (ACCV), 2010.
(pdf)
博士论文:
  • H. Wang

  • Robust Statistics for Computer Vision: Model Fitting, Image Segmentation and Visual Analysis.
    Ph.D. Thesis, Monash University, Department of Electrical and Computer Systems Engineering, 2004.
    Douglas Lampard Electrical Engineering Research Prize and Medal
    (pdf), (abstract)
    其他出版物: 联系方式:

    Center for Pattern Analysis and Machine Intelligence
    Computer Science Department
    School of Information Science and Technology
    Haiyun Campus, Xiamen University
    Xiamen, Fujian
    P.R.China, 361005

    Telephone: +86-592-2580063 (Office)
    Email: Hanzi.Wang@xmu.edu.cn; Hanzi.Wang@ieee.org

    Website: http://pami.xmu.edu.cn