张洪刚

 个人简介

现任北邮网络搜索教研中心主任,IEEE高级会员,中国研究型医院学会超声医学专业委员会副主任,中国计算机学会(CCF)计算机视觉专业委员会委员,博士生导师,副教授。1996年获山东大学学士学位,1999年3月与2002年7月分别获北京邮电大学信息工程学院工学硕士和博士学位,2007年7月至2008年7月在美国卡耐基梅隆大学计算机学院做访问学者。目前研究的主要领域有:医疗图像智能识别、计算机视觉和模式识别。承担或参与国家自然基金面上项目、国家重大专项、北京市科委重点项目、横向项目40余项,发表包括国际级顶级期刊TPAMI, SCIENCE, JACC, TIP, MVA, NeurIPS, CVPR, ICCV, ECCV, AAAI 在内的论文120多篇,所指导的创业项目“小学宝”获2017年第三届中国“互联网+”大学生创新创业大赛北京赛区一等奖,2018年获第四届中国“互联网+”大学生创新创业大赛铜奖。

 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,中国研究型医院学会超声医学专业委员会副主任,中国计算机学会(CCF)计算机视觉专业委员会委员

科研经历:

1. 基于同地点场景稠密匹配的恶劣天气道路场景解析,国家自然科学基金青年科学基金项目(合作),2019.1-2021.12,项目负责人,项目编号:61806184
2. 冠脉造影图像的智能识别与辅助诊断系统的研发,北京市科委重点项目,2018.1-2021.12,项目负责人,项目编号:Z181100001918005
3. 基于深度学习的邮箱数据平台升级研究,横向课题,2017.9-2018.9,项目负责人,项目编号:S2017106;
4. 弱监督谱聚类学习及其在百万级面部表情自动检测技术中的应用,国家自然基金项目,2017.9-2021.12,项目主研人,项目编号:61701032;
5. 基于深度学习的心血管造影图像的识别与判读,横向课题,2016.9-2019.9,项目负责人,项目编号:A2016137;
6. 草图的文本描述及其图像检索算法,国家自然基金青年基金,2016.9-2019.12,项目主研人,项目编号:61601042
7. 基于认知的图像不变特征提取,国家自然基金项目,2012-2016,项目负责人,项目编号:61175011;
8. 基于非高斯跨域分析的多视角深度图增强方法研究,北京市自然科学基金项目,2016.4-2018.12,项目主研人,项目编号:4162044;
9. 基于非高斯概率模型的跨域视觉分析 ,国家自然科学基金国际(地区)合作与交流项目,2015.7-2017.3,项目主研人,项目编号:61511130081;
10. 视频摘要及应用系统,横向课题,2015.1-2017.1,项目负责人,项目编号:A2015008;
11. 基于智能终端的多媒体信息PUSH系统技术支撑,横向课题,2014.7-2014.10,项目负责人,项目编号:BH20140722;
12. 嵌入式车辆违停抓拍技术的研究,横向课题,2013.9-2014.9,项目负责人,项目编号:A2013147;
13. 视频监控下人脸识别技术的研究,横向课题,2013.9-2014.9,项目负责人,项目编号: A2013146;
14. 广播电视与互联网综合信息监测系统嵌入式软件,横向课题,2013.8-2015.6,项目负责人,项目编号:A2013132;
15. 车标自动识别软件系统,横向课题,2013.7-2014.7,项目负责人,项目编号:A2013114;
16. 基于社交网络的互联网视频个性化推荐系统研发,横向国际合作项目,2013.4-2014.9,项目主研人,项目编号:IS2013059;
17. 脱机手写汉字库算法研究,横向国际合作项目,2013.3-2014.3,项目负责人,项目编号:IS2013044;
18. 层次化海量图像型垃圾邮件过滤体系中的关键问题研究,国家自然基金面上项目(合作),2012.1-2015.12,项目负责人,项目编号:61171193;
19. 违法停车检测系统,NEC中国研究院,2012.8-2013.8,项目负责人,项目编号:IA2012030;
20. 自动场景分类系统开发,华为基金,2012.3-2013.2,项目负责人,项目编号:A2012041;
21. 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,项目编号:A2012029;
22. 自然场景中文字的抽取和识别技术调研,国际横向合作项目,2011.10-2012.10,项目负责人,项目编号:S2011119;
23. 中国移动手机不良信息治理过滤技术研究,横向课题,2011.9-2012.9,项目负责人,项目编号:S2011114;
24. 互联网舆情分析及预警系统,横向课题,2011.6-2012.6,项目负责人,项目编号:A2011082;
25. 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;
26. 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,项目编号:A2011043;
27. 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,项目编号:A2011024;
28. 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。
29. 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;
30. 传真图像文字识别及聚类关系,横向课题,2010.12-2013.12,项目负责人,项目编号:A2010242;
31. 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,项目编号:留-37;
32. 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
33. 手机图片比对系统,横向课题,2010.11-2011.11,项目负责人,项目编号:A2010198;
34. WAP图片内容过滤系统,横向课题,2010.5-2011.5,项目负责人,项目编号:A2010075;
35. 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,项目编号:A054-2009110;
36. DSP环境下视频检测系统,横向课题,2009.3-2010.3,项目负责人,项目编号:A025-2009067;
37. 不良图片识别模块开发,横向课题,2008.9-2009.9,项目负责人,项目编号:A121-2008233;
38. 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
39. 交通视频智能处理系统,横向课题,2006.3-2007.3,项目负责人
40. 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;

 发表的部分论文

(1) 国际期刊

  1. Xuqing Liu, Ruolin Yang, Lihua Xie, Honggang Zhang, Bo Xu, Detection and Classification of Coronary Bifurcation Lesions by Using Artificial Intelligence, Journal of the American College of Cardiology (JACC), 74(13): B241, 2019
  2. Ke Li, Kaiyue Pang, Yi-Zhe Song, Tao Xiang, Timothy M Hospedales, Honggang Zhang, Towards Deep Universal Sketch Perceptual Grouper, IEEE Transactions on Image Processing, 28(7): 3219-3231, 2019
  3. Yi Lin, Honggang Zhang, Guang Hu, Automatic Retinal Vessel Segmentation via Deeply Supervised and Smoothly Regularized Network, IEEE Access, vol7. 57717-57724, 2019
  4. Tianming Du, Lihua Xie, Xuqing Liu, Changdong Guan, Honggang Zhang, Bo Xu, Intelligent Recognition of Coronary Angiography by Deep Learning Technology: A Novel Computer-Aided Diagnostic System, Journal of the American College of Cardiology (JACC), 72(13): B98, 2018
  5. Siyuan Li, Ruiguang Li, Yuan Xu, Hao Zhou, Hanbing Yan, Bin Xu, Honggang Zhang, WAF-Based Chinese Character Recognition for Spam Image Filtering, CHINESE JOURNAL OF ELECTRONICS, 27(5): 1050-1055, 2018
  6. Hanbing Yan, Hao Zhou, Honggang Zhang, Automatic Malware Classification via PRICoLBP, CHINESE JOURNAL OF ELECTRONICS, 27(4): 852-859, 2018
  7. Ke Li, Kaiyue Pang, Yi-Zhe Song, Timothy M. Hospedales, Tao Xiang, Honggang Zhang, Synergistic Instance-Level Subspace Alignment for Fine-Grained Sketch-based Image Retrieval, IEEE Transactions on Image Processing, 26(12):4157-4167, 2017.
  8. Jianlou Si, Honggang Zhang, Chunguang Li, Jun Guo, Spatial Pyramid based Statistical Features for Person Re-Identification: A Comprehensive Evaluation, IEEE Trans. Systems, Man, and Cybernetics: Systems, 48 (7) :1140-1154, 2018.
  9. Shuai Di, Honggang Zhang, Chun-Guang Li, Xue Mei, Danil Prokhorov, and Haibin Ling. Cross-domain traffic scene understanding: a dense correspondence based transfer learning approach, IEEE Transactions on Intelligent Transportation Systems, 19 (3) :745-757, 2018
  10. Kaili Zhao, Wen-sheng Chu, Fernando De la Torre, Jeff F. Cohn, Honggang Zhang, Joint Patch and Multi-Label Learning for Facial Action Unit Detection and Holitic Facial Expression, IEEE Trans. Image Processing, 25(8):3931-3946, 2016.
  11. Zhanyu Ma, Andrew E. Teschendorff, Arne Leijon, Yuanyuan Qiao, Honggang Zhang, and Jun Guo,Variational Bayesian Matrix Factorization for Bounded Support Data, IEEE trans. Pattern Analysis and Machine intelligence, 37(4):876-889, 2015.
  12. Kaili Zhao, Honggang Zhang, Zhanyu Ma, Yi-Zhe Song, Jun Guo. Multi-label learning with prior knowledge for facial expression analysis. Neurocomputing,157:280–289, 201
  13. Yonggang Qi, Jun Guo, Yi-Zhe Song, Tao Xiang, Honggang Zhang, and Zheng-hua Tan. Im2Sketch: Sketch Generation by Unconflicted Perceptual Grouping. Neurocomputing,165:338-349, 2015.
  14. Bin Xu, Ruiguang,Li, Yashu,Liu, Hanbing,Yan, Siyuan,Li, Honggang,Zhang, Filtering Chinese Image Spam Using Pseudo-OCR, CHINESE JOURNAL OF ELECTRONICS,  24(1):134-139, 2015
  15. Wenting Lu, Lei Li, Jingxuan Li, Tao Li, Honggang Zhang, Jun Guo, A multimedia information fusion framework for web image categorization, MULTIMEDIA TOOLS AND APPLICATIONS, 70(3): 1453-1486, Jun 2014
  16. Le Li, Jianjun Yang, Kaili Zhao, Yang Xu, Honggang Zhang, Zhuoyi Fan, Graph Regularized Non-negative Matrix Factorization By Maximizing Correntropy, Journal of Computers, 9(6): 2570-2579, 2014.
  17. Honggang Zhang, Kaili Zhao, Yizhe Song, Jun Guo, Text Extraction from Natural Scene Image : A Survey, Neurocomputing, 122(25):310-323, 2013.. SCI:233SQ
  18. Wenting Lu, Jia Li, Tao Li, Honggang Zhang, Jun Guo. Web Multimedia Object Classification using Cross-Domain Correlation Knowledge, IEEE Trans. Mulitimedia, 15(8):1920-1929 2013.
  19. 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. SCI: 050AS
  20. 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.
  21. 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,
  22. 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
  23. Weihong Deng, Jun Guo, Jiani Hu, Honggang Zhang, Comment on “100% accuracy in automatic face recognition”, SCIENCE, Vol. 321 , Issue: 5891, AUG 15 200SCI: 337LD
  24. 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.
  25. 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).
  26. 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.

(2) 国际会议

  1. Jin Feng, Shi Pu, Kaili Zhao, Honggang Zhang, Tianming Du, Enhanced Initialization with Multi-Stage Learning for Robust Visual Tracking, Visual Communication and Image Processing(VCIP), Sidney, Australia, Dec. 1-4, 2019.
  2. Tianming Du, Xiaotong Shi, Ruijia Wu, Honggang Zhang, Xiaolin Song, Jin Feng, Fuzhuo Sun, Morphology Reconstruction of Obstructed Coronary Artery in Angiographic Images Artery in Angiographic Images, Visual Communication and Image Processing(VCIP), Sidney, Australia, Dec. 1-4, 2019.
  3. Junjian Zhang, Chun-Guang Li, Chong You, Xianbiao Qi, Honggang Zhang, Jun Guo, Zhouchen Lin, Self-Supervised Convolutional Subspace Clustering Network, in Proc. of IEEE Conference on Computer Vision and Pattern Recognition(CVPR), Long Beach, USA, Jun. 16-20, 2019.
  4. Kaiyue Pang, Ke. Li, Y. Yang, Honggang Zhang, T. Hospedales, T. Xiang and Y. Song, Generalising Fine-Grained Sketch-Based Image Retrieval, in Proc. of IEEE Conference on Computer Vision and Pattern Recognition(CVPR), Long Beach, USA, Jun. 16-20, 2019.
  5. Xuqing Liu, Tianming Du, Honggang Zhang, Chunlei Sun, Detection and Classification of Chronic Total Occlusion Lesions Using Deep Learning, in Proc. of International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Berlin, Germany, Jul 23-27, 2019.
  6. Mo Zhai, Tianming Du, Ruolin Yang, Honggang Zhang, Coronary Artery Vascular Segmentation on Limited Data Via Pseudo-Precise Label, in Proc. of International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Berlin, Germany, Jul 23-27, 2019.
  7. Shi Pu, Yibing Song, Chao Ma, Honggang Zhang, Ming-Hsuan Yang, Deep Attentive Tracking via Reciprocative Learning, in Neural Information Processing Systems(NIPS), 2018
  8. Yu Sun, Peize Zhao, Honggang Zhang, TA4REC: Recurrent Neural Networks with Time Attention Factors for Session-based Recommendations, Proceedings of the International Joint Conference on Neural Networks, Rio, Brazil, Jul 8-13, 2018
  9. Li, K. Pang, J. Song, Y. Song, T. Xiang and Honggang Zhang, Universal Sketch Perceptual Grouping, in Proc. European Conference on Computer Vision (ECCV), Munich, Germany, September 2018
  10. Jianlou Si, Honggang Zhang, Chunguang Li, et al. Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Salt Lake City, USA, June. 2018.
  11. Fei Wang, Mengqing Jiang, Chen Qian, Shuo Yang, Cheng Li, Honggang Zhang, Xiaogang Wang, Xiaoou Tang, Residual Attention Network for Image Classification, in Proc. of IEEE Conference on Computer Vision and Pattern Recognition(CVPR), Hawaii, USA, Jul. 21-26, 2017.
  12. Shi Pu, Honggang Zhang, Kaili Zhao, Structure and Appearance Preserving Network Flow for Multi-object Tracking, Proc. of International Conference on Pattern Recognition(ICPR), Cancún, Mexico, Dec. 4-8, 2016.
  13. Junjian Zhang, Chunguang Li, Honggang Zhang, Jun Guo, Low-Rank and Structured Sparse Subspace Clustering, Visual Communication and Image Processing(VCIP), Chengdu, China, Nov. 2016.
  14. Yichuan Hu, Ke Li, Honggang Zhang, Cross-Modal Face Matching: Tackling Visual Abstraction using Fine-Grained Attributes, Visual Communication and Image Processing(VCIP), Chengdu, China, Nov. 2016.
  15. Shuai Di, Honggang Zhang, Xue Mei, Danil Prokhorov, Haibin Ling. A Benchmark for Cross-Weather Traffic Scene Understanding, in Proc. of IEEE Intelligent Transportation Systems. Brazil 2016.
  16. Yonggang Qi, Yi-Zhe Song, Honggang Zhang and Jun Liu. Sketch-based Image Retrieval via Siamese Convolutional Neural Network, in Proc. of IEEE Conference on Image Processing (ICIP), Phoenix, USA, Sep. 2016.
  17. Kaili Zhao, Wen-sheng Chu, Honggang Zhang. Deep Region and Multi-label Learning for Facial Action Unit Detection, in Proc. of IEEE Conference on Computer Vision and Pattern Recognition(CVPR), Les Vegas, USA, Jun. 27-30, 2016.
  18. Chun-Guang Li, Zhouchen Lin, Honggang Zhang, and Jun Guo: Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning, in Proc. of IEEE ICCV, Santiago, Chile, Dec. 13-16, 2015.
  19. Yonggang Qi, Yi-Zhe Song, Tao Xiang, Honggang Zhang, Timothy Hospedales, Yi Li and Jun Guo. Making Better Use of Edges via Perceptual Grouping. in Proc. of IEEE Conference on Computer Vision and Pattern Recognition(CVPR), Boston, USA, Jun. 7-12, 2015.
  20. Kaili Zhao, Wen-Sheng Chu, Fernando De la Torre, Jeffrey F. Cohn, Honggang Zhang, Joint Patch and Multi-label Learning for Facial Action Unit Detection, in Proc. of IEEE Conference on Computer Vision and Pattern Recognition(CVPR), Boston, USA, 7-12, 2015.
  21. Zhen Qin, Chunguang Li, Honggang Zhang, Jun Guo: Improving Tag Matrix Completion for Image Annotation and Retrieval, in Proc. of IEEE Visual Communication and Image Processing(VCIP), Singapore, Dec. 13-16, 2015.
  22. Shuai Di, Honggang Zhang, Xue Mei, Danil Prokhorov and Haibin Ling:Spatial Prior for Nonparametric Road Scene Parsing, in Proc. of IEEE Intelligent Transportation Systems, Canary Islands, Spain, 15-18, 2015.
  23. Jianlou Si, Honggang Zhang, and Chun-Guang Li, Regularization in Metric Learning for Person Re-Identification, in Proc. of IEEE Conference on Image Processing(ICIP), Quebec, Canada, Sept. 27-30, 2015.
  24. Kaili Zhao, Honggang Zhang, Jun Guo, An adaptive Group Lasso based multi-label regression approach for facial expression analysis. In Proc. of International Conference on Information Processing (ICIP) , Paris, Oct. 2014.
  25. Jianlou Si, Honggang Zhang, Chun-Guang Li, Person Re-Identification via Region-of-Interest based Features, In Proc. of IEEE Visual Communications and Image Processing Conference (VCIP), Malta, Dec. 2014.
  26. Yonggang Qi, Wei-Shi Zheng, Tao Xiang, Yi-zhe  Song, Honggang Zhang, Jun Guo: One- Shot Learning of Sketch Categories with Co-regularized Sparse Coding. In Proc.of International Symposium on Visual Computing (ISVC)   Las Vegas, Nevada, USA, Dec.2014, pages: 74-84
  27. Le Li, Jianjun Yang, Yang Xu, Zhen Qin, Honggang Zhang, DOCUMENTS CLUSTERING BASED ON MAX-CORRENTROPY NONNEGATIVE MATRIX FACTORIZATION, International Conference on Machine Learning and Cybernetics (ICMLC), Lanzhou, China, Jun. 2014.
  28. Zhanyu Ma, Rainer Martin, Jun Guo, Honggang Zhang, NONLINEAR ESTIMATION OF MISSING △LSF PARAMETERS BY A MIXTURE OF DIRICHLET DISTRIBUTIONS, IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP’14), Florence, Italy, May. 2014
  29. Kaili Zhao, Honggang Zhang, Mingzhi Dong, Jun Guo, Yonggang Qi, Yi-Zhe Song, A MULTI-LABEL CLASSIFICATION APPROACH FOR FACIAL EXPRESSION RECOGNITION, Visual Communication and Image Processing(VCIP), Kuching, Malaysia, Nov.2013.
  30. Yonggang Qi, Jun Guo, Yi Li, Honggang Zhang, Tao Xiang, Yi-Zhe Song, Zheng-Hua Tan, PERCEPTUAL GROUPING VIA UNTANGLING GESTALT PRINCIPLES, Visual Communication and Image Processing(VCIP), Kuching, Malaysia, Nov.2013.
  31. 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), Bellevue, US, July 2013
  32. 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), Melbourne, Australia, Sep. 2013. 20141117461962
  33. 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), Melbourne, Australia, Sep. 2013.
  34. 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), Melbourne, Australia, Sep. 2013.
  35. Lunshao Chai, Zhen Qin, Qun Li, Honggang Zhang, Jun Guo, Bir Bhanu. MFSC: A new shape descriptor with robustness to deformations, In Proc. Of IEEE International Conference on Multimedia and Expo Workshops (ICMEW), San Jose, Jul. 2013.
  36. Lunshao Chai, Zhen Qin, Qun Li, Honggang Zhang, Jun Guo, Bir Bhanu. A new multi-scale fuzzy model for Histogram-Based Descriptors, In Proc. Of IEEE International Conference on Multimedia and Expo Workshops (ICMEW), San Jose, Jul. 2013.
  37. 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)
  38. 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
  39. 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.
  40. 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.
  41. 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.
  42. 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.
  43. 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.
  44. 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.
  45. 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.
  46. 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,
  47. 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
  48. 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
  49. 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
  50. 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.
  51. 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
  52. 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.
  53. 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
  54. 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
  55. 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.
  56. 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,  EI: 20104213304940      
  57. 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
  58. 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
  59. 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.
  60. 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
  61. 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
  62. 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
  63. 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:
  64. Guang Chen, Honggang 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
  65. 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. 李博、张洪刚,基于多通道小波卷积神经网络的路面异常检测算法,华中师范大学学报,2,200-206,2019
  2. 张洪刚、李焕,基于双向长短时记忆模型中的中文分词方法,华南理工大学学报,45(3):61-67, 2017.
  3. 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.
  4. 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,2,2007
  5. 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
  6. 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
  7. 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

发明专利

1. 基于卷积神经网络的心脏病变自动检测系统,申请号:201911045403.7
2. 一种基于视觉特性的草图编组方法,申请号:201911072166.3
3. 一种基于微信社群的教育类产品运营管理方法,申请号:201910257901.1
4. 通过图像估计环境光照来实现模型光线一致性的方法,申请号:201811121789.0
5. 快速构建人脸动作单元识别数据集的方法,申请号:201910206774.2
6. 一种基于多媒体网络教学产品下的小学生练字系统,申请号:201910072359.2
7. 基于深度学习和光流法的心脏冠状动脉影像分割识别方法,申请号:2018110167235;
8. 一种资讯标签兴趣度的预估方法,申请号:2018105051648
9. 一种个性化商品推荐方法和系统,申请号:201810433175X
10. 一种语音线性预测编码模型的缺失值非线性估算方法,专利号:ZL 2014 1 0054042.3
11. 基于贝叶斯分类器的文字字体判断设备及其方法,专利号:ZL 02 1 57957.1;
12. 用于文字识别的训练样本自动挑选装置及其方法,专利号:ZL 02 1 57956.3。

获奖情况

  1. 2018年获第四届中国“互联网+”大学生创新创业大赛全国赛铜奖;
  2. 2017年获第三届中国“互联网+”大学生创新创业大赛北京赛区一等奖;
  3. 2016年获北京邮电大学优秀博士论文指导教师奖;

学生活动

2019年6月韩国济州岛之旅

2018年日本游轮之旅

2017年坝上草原

2016年怀柔秋游

2015年1月石京龙滑雪场

2014年1月平谷渔阳滑雪场

2013年香山CS

2012年秋游

2010年漂流