RESEARCH INTERESTS
- Computer Vision
- Pattern Recognition
- Image Processing
- Machine Learning
EDUCATION
Doctor of Philosophy
Sep. 1999 ¨C Jul. 2002
Signal and Information Processing
Beijing University of Posts & Telecommunications
School of Information Engineering
Master of Engineering
Sep. 1996- Mar. 1999
Signal and Information Processing
Beijing University of Posts & Telecommunications
Department of Information Engineering
Bachelor of Engineering
Sep. 1992-Jul. 1996
Telecommunication & Electronic System
ShanDong University
Department of Electronic Engineering
PUBLICATIONS
Textbook:
1. H.-G. Zhang, G. Chen, and J. Guo, "Image Processing and Recognition", ISBN 7-5635-1290-X/TN.460, Sep. 2006.
Journals:
1. W. Deng, J. Hu, J. Guo and H.-G. Zhang, Comment on "100% Accuracy in Automatic Face Recognition", Science, (Accepted).
2. W. Deng, J. Hu, J. Guo, H.-G. Zhang and C. Zhang, Comment on "Globally maximizing, locally minimizing: unsupervised discriminant projection with application to face and palm biometrics". IEEE Trans. Pattern Analysis and Machine Intelligence 30(8), 1503-1504 (2008)
3. H.-G. Zhang, G. Chen and J. Guo, "Bank Check Image Binarization based on Signal Matching", Journal of Beijing University of Posts and Telecommunications, Apr. 2006, Vol. 29, No.2.
4. H.-G. Zhang, G. Liu and J. Guo, "An Algorithm of Handwritten Numeral Segmentation Based on Multi-Mould and its Application", Chinese Journal of Computers, Jul. 2003, Vol.26, No.7.
5. H.-G. Zhang, G. Liu and J. Guo, "A Method of Measuring the Reliability of Handwritten Chinese Character Recognition Results", Chinese Journal of Computers, Jul. 2003, Vol.26, No.5.
6. H.-G. Zhang, G. Liu and J. Guo, "An Algorithm of FCM-VKNN Clustering", Acta Automatica Sinica, Vol 28, No. 4, Jul. 2002.
7. G. Chen, H.-G. Zhang and J. Guo,"Learning Pattern Generation for Handwritten Chinese Character Using Pattern Transform Method with Cosine Function", Jounal of Beijing University of Posts and Telecommunications. Vol. 29, Sep. 2006.
8. G. Liu, H.-G. Zhang and J. Guo, "Application of HMM in handwritten digit OCR", Journal of Computer Research and Development, Vol. 40, No. 8, Aug. 2003.
9. G. Liu, H.-G. Zhang and J. Guo,"Feature extraction in off-line handwritten numerals", Pattern Recognition and Artificial Intelligent, Vol. 15, No.3, Sep. 2002
10. G. Liu, H.-G. Zhang and J. Guo, "Mandarin name recognition based on variable frame rate HMM training", Journal of Chinese Information Processing, Vol. 15, No. 1, Jan. 2002.
11. W. R. Xu, H.-G. Zhang, G. Liu and J. Guo, "Knowledge based binarization algorithm for financial document", Journal of Chinese Information Processing, Vol. 16, No. 2, Feb. 2002.
12. Z.Q. Lin, J. Guo, H.-G. Zhang, "A new database model of off-line handwritten Chinese characters and its application", Acta Electronic Sinica, Vol. 28, No. 5, May, 2000.
Conferences and Workshops
1. H.-G. Zhang, W. Deng, J. Guo and J. Yang, "Handwritten Chinese Character Recognition using Local Discriminant Projection with Prior Information", To be appeared in Proceedings of 19th International Conference on Pattern Recognition, 2008.
2. H.-G. Zhang, Lorant Toth, W. Deng, J. Guo, J. Yang, "Monitoring Visual Focus of Attention via Local Discriminant
Projection", To be appeared in Proceedings of ACM Multimedia Information Retrieval, Vancouver, 2008.
3. C.G. Li, H.-G. Zhang, J. Guo, "Pruning Neighborhood Graph for Geodesic Distance based Semi-Supervised Classification", International Conference on Computational Intelligence and Security, 2007.
4. C.G. Li, H.-G. Zhang, J. Guo, "Supervised Isomap with explicit mapping", Proceeding of the first international Conference on Innovative Computing, Information and Control (ICICIC2006), Vol.3, 345-348, 2006.
5. H.-G. Zhang, G. Chen, G. Liu, J. Guo, "Bank Check Image Binarization Based on Signal matching", Fifth International Conference on Information, Communications and Signal Processing, Bangkok, Thailand, Dec 6-9,2005
6. G. Chen, H.-G. Zhang, J. Guo, "Feature Extraction for Handwritten Chinese Character by Weighted Dynamic Mesh Based on Nonlinear Normalization", Lecture Notes in Computer Science, Vol 3686, PART I, Pattern Recognition and Data Mining: Third International Conference on Advances in Pattern Recognition, ICAPR 2005. Proceedings, pp 560-568, 2005.
7. H.-G. Zhang, G. Liu, W.R. Xu and J. Guo, "An algorithm of handwritten digits segmentation based on multi-mould", Proceedings of the First IEEE International Conference on Machine Learning and Cybernetics. Beijing, Nov. 2002
8. H.-G. Zhang, W.R. Xu, G. Liu and J. Guo,"A method of check date recognition with high reliability", Conference of Chinese Intelligent automation. Kunming, China, Aug. 2001.
9. H.-G. Zhang, G. Liu and J. Guo, "Introduction to HCL2000 Database", Proceeding of Sino-Japan Symposium on Intelligent Information Networks, Beijing, Mar. 2000.
10. H.-G. Zhang, G. Liu and J. Guo, "HCL2000¡ªA New Large Handwritten Chinese Character Sample Library for Character Recognition Research", The Proceeding of the 3rd China and Korea Symposium on Character Recognition and Machine Translation, Beijing, Nov. 1999.
11. H.-G. Zhang, G. Liu and J. Guo, "Research on Chinese character recognition result reliability", Proceeding of the 5th Artificial Intelligent Conference, Beijing, China, Mar. 2001.
12. G. Liu, D. Wu, H.-G. Zhang and J. Guo, "A new feature extraction method based on Fourier transform in handwriting digits recognition", Proceedings of the First IEEE International Conference on Machine Learning and Cybernetics. Beijing, Nov. 2002.
PATENTS
3 patents on Bank check OCR algorithms
TEACHING ACTIVITIES
Undergraduate Course
----Digit Image Processing Fall 2002- Fall 2006
Graduate Course
----Image Processing and Recognition Fall 2003- Fall 2006
----Natural Language Processing Spring 2003, Spring 2004
----Fuzzy Control Spring 2005
