张洪刚

 学历: 工学博士

出生年月:1974.5

籍贯:山东省临朐县

单位:北京邮电大学网络搜索中心

职务职称:博士生导师,副教授,网络搜索教研中心主任

电话:010-62283059-1003

Mail: zhhg@bupt.edu.cn

 教育经历

2009.5至今        北京邮电大学信息与通信工程学院    博士生导师,副教授

2007.7-2008.7     卡耐基梅隆大学计算机科学学院           访问学者

2005.6- 现在      北京邮电大学 信息工程学院        副教授

2003.3- 2005.6     北京邮电大学 信息工程学院        讲师

1999.9-2003.3      北京邮电大学 信号与信息处理专业  工学博士

1996.9-1999.3      北京邮电大学 信号与信息处理专业  工学硕士

1992.9-1996.7      山东大学     通信与电子学系统专业  学士

成员 \Membership

IEEE 高级会员,Reviewer for Pattern Recognition and IEEE Trans on Multimedia

科研经历:

  1. 基于认知的图像不变特征提取,国家自然基金项目,2012-2014,项目负责人,项目编号:61175011;
  2. 层次化海量图像型垃圾邮件过滤体系中的关键问题研究,2012-2014,项目主研人,项目编号:61171193;
  3. 违法停车检测系统,NEC中国研究院,2012.8-2013.8,项目负责人;
  4. 自动场景分类系统开发,华为基金,2012.3-2013.2,项目负责人;
  5. 智能视频内容综合处理系统,横向课题,2012.3-2013.2,项目负责人;
  6. 互联网商品图像检索,北京邮电大学青年科研创新项目,2011.6-2012.6,项目负责人;
  7. 交通视频中车辆目标检测系统,横向课题,2011.3-2013.3,项目负责人;
  8. 基于机器视觉的车辆自动导向系统,横向课题,2011.3-2013.3,项目负责人;
  9. 移动互联网中网络安全与信息安全技术研究,2011.1-2013.1,项目主研人,项目编号:2011ZX03002-005-01。
  10. 基于3G手机拍照模式的图片检索,高通公司研究基金,2011.1-2011.12, 项目负责人;
  11. 基于流形学习的脱机汉字识别新方法,教育部项目,2010.3-2011.3, 项目负责人
  12. 基于图像识别的移动搜索技术,北京邮电大学青年科研创新项目,2009.12-2011.7, 项目负责人
  13. WAP图片内容过滤系统,横向课题,2010.5-2011.5,项目负责人
  14. 基于3G手机的远程人脸比对系统,横向课题,2009.6-2010.6,项目负责人
  15. DSP环境下视频检测系统,横向课题,2009.3-2010.3,项目负责人
  16. 演进型网络多媒体过滤器EMF,863项目,2008.1-2009.12,主要成员,项目编号:2007AA01Z417
  17. 交通视频智能处理系统,横向课题,2006.3-2007.3,项目负责人
  18. 广播语音声学建模中的主动学习演进,国家自然基金项目,2006.3-2009.3,主要成员,项目编号:60705019;

 

近期发表的与本项目相关的主要论著目录

(1) 国际期刊

[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) 国际会议

[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) 国内期刊

[1]   王叶,张洪刚,方旭,郭军,基于改进的LBP的低分辨率车牌汉字识别,中文信息学报,23(5):86-91,2009.

[2]   陈光,张洪刚,郭军,基于非线性归一化的加权动态网格手写汉字特征抽取,中文信息学报,No.2,2007

[3]   张洪刚,陈光,刘刚,郭军,采用信号匹配的支票图像二值化,北京邮电大学学报, 29(2): 46-49,2006, EI: 2006279980271

[4]   陈光,张洪刚,郭军,基于余弦整形变换的手写汉字训练样本生成方法,北京邮电大学学报,29(9):118-121, 2006, EI: 20070310362290

[5]   刘刚、张洪刚、郭军,不同训练样本对识别系统的影响,计算机学报。28(11):1923-1928,2005, EI: 2005509589884

 

(4) 出版的著作

[1] 张洪刚,陈光,郭军,图像处理与识别,北京邮电大学出版社,2006.9