Jianguo Zhang
              
      PostDoc Research Fellow 


      INRIA Rh
ône-alpes
      655 Avenue de l'Europe
      Montbonnot
      38334 Saint Ismier CEDEX, France


                              Email: jianguo.zhang@inrialpes.fr

Education

       PhD, NLPR, Institute of Automation, Chinese Academy of Sciences

       BSc (1996), MSc (1999), Shandong University of Technology 

 

My new web page is here

Working Experience

Dec. 2003 - Present, Lear Project, INRIA Rhone-alpes, PostDoc Research Fellow
July 25, 2002-Nov. 2003, School of EEE, Nanyang Technological University, Research Fellow.

Research Interest

My current research topics are robust textured objects recognition based on local invariants, kernel learning methods. The aim is to develop effective methods  to  recognize natural texture images  with respect to the significant change of viewpoints and illuminations.

I am working with Cordelia Schmid  and Bill Triggs.  Currently, I am a member of 
a joint National Project MoViStaR (ACI "Masse de Données").

Click here for more detailed information about my most recent research.

I am also interested in life science information indexing and retrieval, object detection and tracking, and other computer vision applications.

Currently, I serve as a regular reviewer of Image and Vision Computing, IEEE Trans. On Image Processing as well as other important international conferences.

Publications 

Journal papers

[1] Jianguo Zhang, Tieniu Tan, "Affine invariant retrieval and classification of texture images", Pattern Recognition, Vol. 36/3 pp. 215-223, 2003.

[2] Jianguo Zhang, Tieniu Tan, " Brief review of invariant texture analysis methods", Pattern Recognition, Vol. 35/3, pp.735-747, 2002.

Conference Papers:

[1] Jianguo Zhang, Tieniu Tan, Li Ma, "Invariant texture segmentation via circular gabor filter", Proceedings of the 16th IAPR International Conference on Pattern Recognition (ICPR), Vol II, pp. 901-904, 2002.

[2] Jianguo Zhang, Tieniu Tan, " Affine invariant texture analysis based on structural properties", Proceedings of the Fifth Asian Conference on Computer Vision (ACCV 2002), pp.216-221, 2002.

[3] Jianguo Zhang, Tieniu Tan, " Affine invariant texture signatures", Proceedings of IEEE International Conference on Image Processing (ICIP), pp.618-621, 2001.

[4] Jianguo Zhang, Tieniu Tan, " New texture signatures and their use in rotation invariant texture classification ", Proceedings of Texture 2002 (The 2nd international workshop on texture analysis and synthesis with ECCV 2002) pp. 157-162

[5] Jianguo Zhang, Kai-Kuang Ma,  Meng Hwa Er, Vincent Chong "Tumor Segmentation  from Magnetic Resonance Imaging by Learning via one-class support vector machine", Accepted by International  Workshop on Advanced Image Technology (IWAIT04), 2004

Manuscripts:

[1] Jianguo Zhang, Kai-Kuang Ma, "Kernel discriminative features for texture classification", Submitted to  IEEE Trans.  on  Image Processinig, Sept. 2004.


Last Update : Sept. 20, 2004