Honggang zhang

Honggang Zhang

Director of Web Search Center,

Associate Professor, Doctoral Supervisor,

School of Information and Communication Engineering,

Beijing University of Posts and Telecommunications.

Tel: +86-10-62283059-1003

Email: zhhg@bupt.edu.cn

 

RESEARCH INTERESTS:

Computer Vision, Image Retrieval, Pattern Recognition, Machine Learning.

 

EDUCATION:

 

PH.D     Beijing University of Posts and Telecommunications, 1999-2002.

Master    Beijing University of Posts and Telecommunications, 1996-1999

BS       ShanDong University, 1992-1996,

 

WORK EXPERIENCE:

Leturer, School of Information Engineering, BUPT, July. 2002 – May 2005;

Assoc. Professor, School of Information and Communiction Engineering, BUPT, May 2005 – Present;

Visiting Scholar, School of Computer Science, Carnege Mellon University, July 2007 – July 2008.

 

MEMBERSHIP:

Senior Member of IEEE.

Reviewer for Pattern Recognition and IEEE Trans on Multimedia.

 

PROJECT:

  1. Image Invariant Feature Extraction based on Visual cognition, funded by National Nature Science Foundation of China, 2012-2014,No.61175011;Project Leader.
  2. The Research of Key Problems in Hierarchical Massive Image Spam Filtering Framework,funded by National Nature Science Foundation of China, 2012-2014,No.61005004;
  3. Research on Network Security and Information Security in Mobile Internet, funded by The Next-Generation Broadband Wireless Mobile Communications Network Technology Key Project under Grant No. 2011ZX03002-005-01, 2011.1-2013.1.
  4. Text detection and Recognition in Scene Image, funded by Cannon, 2011.9-2012.9.
  5. Offline Chinese Character Recognition based on Manifold, funded by Scientific Research Foundation for the Returned Overseas Chinese Scholars, State Education Ministry. 2009-2012.
  6. 3G based Mobile Image Search, funded by Qualcomm. 2010.3-2011.3.
  7. Mobile search based on image recognition, funded by the fundamental Research Funds for the Central Universities, State Education Ministry. 2010.1-2011.12
  8. Web Multimedia filter based on EMF, 863 high-tech project, funded by Ministry of Science and Technology, 2008.1-2011.1, No.2007AA01Z417.
  9. Research on Web image document file filtering, funded by National Nature Science Foundation of China, 2005.1-2007.1,No.60475007;

 

PUBLICATIONS:

(1)  Journals:

[1]   Honggang Zhang, Kaili Zhao, Yizhe Song, Jun Guo, Text Extraction from Natural Scene Image : A Survey, Neurocomputing, 2013, (Aceepted).

[2]   Qun Li, Honggang Zhang, Jun Guo, Bir Bhanu, Le An. Reference-based scheme combined with K-SVD for scene image categorization. IEEE Signal Process. Lett., 20(1):67-70. 2013

[3]   Qun Li, Honggang Zhang, Jun Guo, Bir Bhanu. Learning reference-based representation for Image categorization. Journal of Information and Computational Science, 9(15),:4261-4269, 2012.

[4]   Qun Li, Honggang Zhang, Jun Guo, Bir Bhanu, Le An. Improving Bag-of-Words Scheme for

Scene Categorization. Journal of China Universities of Posts and Telecommunications, 19 (supplement 2):166-171, 2012,

[5]   Honggang Zhang, Weihong Deng, Jun Guo, Yang Jie, Locality Preserving and Global Discriminant Projection with Prior Information, Machine Vision and Applications, 21(4):577-585, 2010. SCI: 592XR

[6]   Weihong Deng, Jun Guo, Jiani Hu, Honggang Zhang, Comment on “100% accuracy in automatic face recognition”, SCIENCE, Vol. 321 , Issue: 5891, AUG 15 2008.SCI:  337LD

[7]   Weihong Deng, Jiani Hu, Jun Guo, Honggang Zhang, Comments 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. SCI: 312OC, EI :082811356850.

[8]   Yanyan Gao, Honggang Zhang, Jun Guo, Yudong Cao, “Empirical comparison between CENTRIST and LBP for CBIR”, International Journal of Advancements in Computing Technology (IJACT), 2012,  4(1):42-49. (EI: 20120614757926).

[9]   Wenting Lu, Lei Li, Jingxuan Li, Tao Li, Honggang Zhang and Jun Guo. A multimedia information fusion framework for web image categorization. Journal of Multimedia Tools and Applications, Pages 1-34, 2012.

[10] Yanyan Gao, Honggang Zhang, Jun Guo. A novel keypoint detection in wavelet pyramid space. International Journal of Digital Content Technology and its Applications, Vol. 5, No. 6, pp. 55-62, 2011. EI:20112814133875

(2) Conference:

[1]   Mingzhi Dong, Liang Yin, Weihong Deng, Li Shang, Jun Guo, Honggang Zhang, A Maximum K-Min Approach for Classification, In Proc. Of The Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI-13), 2013

[2]   Qun Li, Zhen Qin, Lunshao Chai, Honggang Zhang, Jun Guo, Bir Bhanu. Representative referenceset and betweenness centrality for scene image categorization. In Proc. of International Conference on Information Processing (ICIP), 2013. (accepted)

[3]   Lunshao Chai, Zhen Qin, Qun Li, Honggang Zhang, Jun Guo. Ordered histogram of shapemes: An ordered Bag-of-Features based shape descriptor for efficient shape matching. In Proc. of International Conference on Information Processing (ICIP), 2013. (accepted)

[4]   Yonggang Qi, Jun Guo, Yi Li, Honggang Zhang, Tao Xiang, Yi-Zhe Song, Sketching By Perceptual Grouping, In Proc. of International Conference on Information Processing (ICIP), 2013. (accepted)

[5]   Qun Li, Honggang Zhang, Jun Guo, Le An, Bir Bhanu. Codebook Optimization using word activation forces for scene categorization. In Proc. of International Conference on Information Processing (ICIP), 2012, pp.3129-3132. (EI 收录,检索号:20131116112977)

[6]   Lunshao Chai, Zhen Qin, Honggang Zhang, Re-ranking using compression-based distance measure for content-based commercial product image retrieval, IEEE International Conference on Image Processing(ICIP), Orlando, Sep. 2012

[7]   Kaili Zhao, Can Cao, Honggang Zhang, Yizhe Song, A DATASET FOR SCENE CLASSIFICATION BASED ON CAMERA METADATA, Proceedings of International Conference on Network Infrastructure and Digital Content( IC-NIDC), Beijing, Sep. 2012.

[8]   Yixin Hou, Bo Zhao, Honggang Zhang, Hanbing Yan, A FAST IMAGE SPAM FILTER BASED ON ORB, Proceedings of International Conference on Network Infrastructure and Digital Content( IC-NIDC), Beijing, Sep. 2012.

[9]   Chai Lunshao, Honggang Zhang, Yu Jie, Qi Yonggang, Multi-Feature Content-based Product Image Retrieval based on Region of Main Object, Proceedings of ICICS, Singapore, 2011.

[10] Yanyan Gao, Honggang Zhang, Jun Guo. Multiple features-based image retrieval. IEEE International Conference on Broadband Network and Multimedia Technology (IC-BNMT), pp.240-244, 2011.

[11] Wang Kejia, Honggang Zhang, Ping Ziliang, Chinese Chess Character Recognition with Radial Harmonic Fourier Moments, Proceedings of International Conference on Documents Analysis and Recognition (ICDAR’11), Beijing, 2011.

[12] Wenting Lu, Li Lei, Li Tao, Honggang Zhang, Jun Guo, Web Multimedia Object Clustering via Information Fusion, Proceedings of International Conference on Documents Analysis and Recognition (ICDAR’11), Beijing, 2011.

[13] Yudong Cao, Honggang Zhang, Jun Guo, Weakly Supervised Locality Sensitive Hashing For Duplicate Image Retrieval, Proceedings of International Conference on Image Processing (ICIP’11), Brussels, 2011.

[14] Honggang Zhang, Liu Lixia, Feng Aiping, Wan Xinxin, Jun Guo, A New Combination Feature of S-LBP and Main Color Descriptor for Video Frame Retrieval. Proceedings of 2nd IEEE International Conference on Network Infrastructure and Digital Content, Beijing, Sep. 24-26, 2010. EI: 20110313583669,

[15] Yudong Cao, Honggang Zhang, Jun Guo, An Efficient Duplicate Image Detection Method Based On Affine-SIFT Feature, Proceedings of 3rd IEEE International Conference on Broadband Network & Multimedia Technology, Beijing, Oct. 26-28, 2010. EI: 20110813688985

[16] Zhou Yuzhu, Li Le, Zhao Tong, Honggang Zhang, Region-based high-level semantics extraction with CEDD. Proceedings of 2nd IEEE International Conference on Network Infrastructure and Digital Content, Beijing, Sep. 24-26, 2010. EI: 20110313583672

[17] Yudong Cao, Honggang Zhang, Jun Guo, Title Matching Image with Multiple Local Features, Proceedings of International Conference on Pattern Recognition, Turkey, Aug. 23-26, 2010.EI: 20104613390468

[18] Liu Lixia, Honggang Zhang, Feng Aiping, Wan Xinxin, Jun Guo Simplified Local Binary Pattern Descriptor for Character Recognition of Vehicle License Plate, Proceedings of 7th International Conference Computer Graphics, Imaging and Visualization, Sydney, Aug. 7-9, 2010. EI: 20104313329329.

[19] Wenting Lu, Honggang Zhang, Lan Kunyan, and Jun Guo. Detection of Vehicle Manufacture Logos Using Contextual Information. The Ninth Asian Conference on Computer Vision, ACCV2009, Xi’an, China, Sep.23-27. EI: 20105213526341

[20] Wenting Lu, Honggang Zhang, Lan Kunyan, and Jun Guo. Size-Self-Adaptive Recognition Method of Vehicle Manufacture Logos Based on Feature Extraction and SVM Classifier. Frontiers of Electrical and Electronic Engineering in China, 2009. (Accepted)

[21] Lan Kunyan, Honggang Zhang, Wenting Lu, Jun Guo. N-LBP based Vehicle Monitoring System. 2009 IEEE International Conference on Network Infrastructure and Digital Content, IC-NIDC2009, Beijing, China, Nov. 06-08, 2009. EI: 20101012756329

[22] Honggang Zhang, Jun Guo, Guang Chen, Chunguang Li, HCL2000—A Large-scale Handwritten Chinese Character Database for Handwritten Character Recognition, Proc. Of IEEE International Conference on Document Analysis and Recognition(ICDAR’09), Spanish, July 2009. EI: 20095012543235

[23] Wang Ye, Honggang Zhang, Jun Guo, Fang Xu, Low-resolution Chinese character recognition of vehicle license plate based on ALBP and Gabor filters, Proc. of IEEE International Conference of Advanced Pattern Recognition (ICAPR’09), India, 2009.EI: 20091512024751.

[24] Honggang Zhang, Weihong Deng, Jun Guo and Yang Jie, “Handwritten Chinese Character Recognition using Local Discriminant Projection with Prior Information”, in Proceedings of 19th International Conference on Pattern Recognition(ICPR’08, Florida, 2008.  EI: 20091412014202

[25] Honggang Zhang, Lorant Toth, Weihong Deng, Jun Guo, Yang Jie, “Monitoring Visual Focus of Attention via Local Discriminant Projection”, in Proceedings of ACM Multimedia Information Retrieval(MIR’08), Vancouver, 2008. EI:20094912521468

[26] Weihong Deng, Jiani Hu, Jun Guo, Honggang Zhang, Robust discriminant analysis of gabor feature for face recognition, Proceedings – Fourth International Conference on Fuzzy Systems and Knowledge Discovery, v 3, p 248-252, 2007,EI: 20082211281957

[27] Chunguang Li, Honggang Zhang, Jun Guo, Pruning Neighborhood Graph for Geodesic Distance based Semi-Supervised Classification, International Conference on Computational Intelligence and Security, 2007.EI: 20083211440430.

[28] Guang Chen, Honggang Zhang, Jun Guo, Efficient computation of Mahalanobis distance in financial hand-written Chinese character recognition, ICMLC 2007, Vol 4, 2198-2201,2007. EI: 20080311030687

[29] Guang Chen, Honggang Zhang, Jun Guo, Learning Pattern Generation for Handwritten Chinese Character Using Pattern Transform Method with Cosine Function, ICMLC 2006, Vol 6, 3329-3333,2006. EI: 20071210502661

[30] Guang Chen, Honggang Zhang, Jun Guo, Learning Pattern Generation for Handwritten Chinese Character Using Pattern Transform Method with Cosine Function, Journal of China Universities of Posts and Telecommunications, Vol 13, 21-24,2006. EI:20070710427916

[31] Chunguang Li, Honggang Zhang, Jun Guo, Supervised Isomap with explicit mapping, Proceeding of the first international Conference on Innovative Computing, Information and Control (ICICIC2006), Vol.3, 345-348, 2006. EI:

[32] Guang Chen, Honggang Zhang Zhang, Jun 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. EI: 2005449454673

[33] Honggang Zhang, Guang Chen, Gang Liu, Jun Guo, Bank Check Image Binarization Based on Signal matching, IEEE the Fifth International Conference on Information, Communications and Signal Processing, Bangkok, Thailand, Dec 6-9,2005. EI:20071610553142

 

(3) Book:

[1] Honggang Zhang, Jun Guo, Guang Chen, Image Processing and Recognition, 2006.9

 

PATENTS:

[1] The method of classification of machine-printed and handwritten text based on Bayes classifier, ZL 02 1 57957.1, 2003

[2] The Method of training samples automatic selection for character recognition. ZL 02 1 57956.3, 2005.

 

TEACHING COURSE:

Undergraduate Course

Digit Image Processing Fall 2002- Fall 2006

Graduate Course

Image Processing and Image Recognition Fall 2003- Fall 2006

Natural Language Processing Spring 2003, Spring 2004

Fuzzy Control Spring 2005