殷绪成

师资队伍

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殷绪成
(男)
Xu-Cheng Yin
教授/博士生导师
计算机科学与技术系副主任、党支部书记
办公地点:
信息楼1002
办公电话:
010-82371191
电子邮箱:
xuchengyin@ustb.edu.cn
本科课程:
离散数学 软件工程及课程设计
研究生课程:
机器学习
科研方向:
模式识别与计算机视觉 文字识别及文档图像分析与识别 信息检索与自然语言处理 计算机网络及互联网信息智能处理 智能嵌入式软硬件系统(机器视觉及智能机器人)
学术与社会兼职:
IEEE Senior Member ACM会员 中国图象图形学学会文档图像分析与识别专委会秘书长 中国计算机学会计算机视觉专委会委员 中国自动化学会模式识别与机器智能专委会委员 中国人工智能学会模式识别专委会委员 北京图象图形学学会常务理事
 
简历
1995.09 - 2002.06 北京科技大学计算机系 学士、硕士
2002.07 – 2006.07 汉王科技股份有限公司研发中心 研发工程师/技术经理
2003.09 - 2006.07 中国科学院自动化研究所 博士
2006.08 - 2008.06 富士通研究开发中心信息技术部 研究员
2008.07 - 今,于北京科技大学计算机系从事教学和科研工作(副教授、教授)
2013.01 - 2014.01 Center for Intelligent Information Retrieval, School of Computer Science, University of Massachusetts Amherst, USA, Visiting Associate Professor
2014.07 – 2014.08 Computer Vision Lab, School of Computer Science, University of Massachusetts Amherst, USA, Visiting Professor
2016.07-2016.09 BioNLP Lab, Department of Quantitative Health Sciences, University of Massachusetts Medical School, USA, Visiting Professor
详情请参见实验室主页(http://prir.ustb.edu.cn)和个人主页(http://prir.ustb.edu.cn/yin/)。
代表性论文论著
[J1] Xu-Cheng Yin (殷绪成), Xuwang Yin, Kaizhu Huang, and Hong-Wei Hao, “Robust text detection in natural scene images”, IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 36, no. 5, pp. 970-983, 2014. (SCI: 6.077)
[J2] Xu-Cheng Yin (殷绪成), Wei-Yi Pei, Jun Zhang, and Hong-Wei Hao, “Multi-orientation scene text detection with adaptive clustering”, IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), vol. 37, no. 9, pp. 1930-1937, 2015. (SCI: 6.077)
[J3] Shu Tian, Xu-Cheng Yin* (殷绪成), Ya Su, and Hong-Wei Hao, “A unified framework for tracking based text detection and recognition from web videos,” IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), published online, 2017. (SCI: 6.077)
[J4] Xu-Cheng Yin (殷绪成), Ze-Yu Zuo, Shu Tian, and Cheng-Lin Liu, “Text detection, tracking and recognition in video: A comprehensive survey,” IEEE Trans. Image Processing (TIP), vol. 25, no. 6, pp. 2752-2773, 2016. (SCI: 3.735)
[J5] Chun Yang, Xu-Cheng Yin* (殷绪成), Wei-Yi Pei, Shu Tian, Ze-Yu Zuo, Chao Zhu and Junchi Yan, “Tracking based multi-orientation scene text detection: A unified framework with dynamic programming,” IEEE Trans. Image Processing (TIP), published online, 2017. (SCI: 3.735)
[J6] Xu-Cheng Yin (殷绪成), Kaizhu Huang, Chun Yang, and Hong-Wei Hao, “ Convex ensemble learning with sparsity and diversity,” Information Fusion, vol. 20, pp. 49-59, 2014. (SCI: 4.353)
[J7] Ya Su, Xinbo Gao, and Xu-Cheng Yin (殷绪成), “Fast alignment for sparse representation based face recognition,” Pattern Recognition, vol. 68, pp. 211-221, 2017. (SCI: 3.399)
[J8] Bo-Wen Zhang, Xu-Cheng Yin* (殷绪成), and Fang Zhou, “A generic pseudo relevance feedback framework with heterogeneous social information,” Information Sciences, vol. 367-368, pp. 909-926, 2016. (SCI: 3.364)
[J9] Xu-Cheng Yin (殷绪成), Bo-Wen Zhang, Xiao-Ping Cui, Jiao Qu, Bin Geng, Fang Zhou, Li Song, and Hong-Wei Hao, “IsART: A generic framework for searching books with social information,” PLoS ONE, vol. 11, no. 2, pp. e0148479, 2016. (SCI: 3.057)
[J10] Xu-Cheng Yin (殷绪成), Chun Yang, Wei-Yi Pei, Haixia Man, Jun Zhang, Erik Learned-Miller, and Hong Yu, “DeTEXT: A database for evaluating text extraction from biomedical literature figures,” PLoS ONE, vol. 10, no. 5, pp. e0126200, 2015. (SCI: 3.057)

[C1] Shu Tian, Wei-Yi Pei, Ze-Yu Zuo, and Xu-Cheng Yin* (殷绪成), “Scene text detection in video by learning locally and globally,” Proceedings of 25th International Joint Conference on Artificial Intelligence (IJCAI’16), 2016. (CCF A)
[C2] Bo-Wen Zhang, Xu-Cheng Yin* (殷绪成), Fang Zhou, and Jianlin Jin, “Building your own reading list anytime via embedding relevance, quality, timeliness and diversity,” Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR’17), 2017. (CCF A)
[C3] Xu-Cheng Yin (殷绪成), Xuwang Yin, Kaizhu Huang, and Hong-Wei Hao, “Accurate and robust text detection: a step-in for text retrieval in natural scene images,” Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR’13), 2013. (CCF A)
[C4] Bo-Wen Zhang, Xu-Cheng Yin* (殷绪成), Xiao-Ping Cui, Jiao Qu, Bin Geng, Fang Zhou, Li Song, and Hong-Wei Hao, “Social book search reranking with generalized content-based filtering,” Proceedings of the 21st International ACM Conference on Information and Knowledge Management (ACM CIKM’14), 2014. (CCF B)
[C5] Junchi Yan, Xu-Cheng Yin (殷绪成), Weiyao Lin, Cheng Deng, Hongyuan Zha, and Xiaokang Yang, “A short survey of recent advances in graph matching,” Proceedings of ACM International Conference on Multimedia Retrieval (ACM ICMR’16), 2016. (CCF B)
[C6] Ze-Yu Zuo, Shu Tian, Wei-Yi Pei, and Xu-Cheng Yin* (殷绪成), “Multi-strategy tracking based text detection in scene videos,” Proceedings of 13th International Conference on Document Analysis and Recognition (ICDAR'15), 2015. (CCF C)
[C7] Yan Yan, Xu-Cheng Yin* (殷绪成), Hong-Wei Hao, etc., “Sorting-based dynamic classifier ensemble selection,” Proceedings of 12th International Conference on Document Analysis and Recognition (ICDAR'13), 2013. (CCF C)
[C8] Xu-Cheng Yin (殷绪成), Hong-Wei Hao, Jun Sun, and Satoshi Naoi, “Robust vanishing point detection for MobileCam-based documents,” Proceedings of 11th International Conference on Document Analysis and Recognition (ICDAR'11), 2011. (CCF C)
[C9] Xu-Cheng Yin (殷绪成), Hong-Wei Hao, Jun Sun, and Satoshi Naoi, “Rejection strategies with multiple classifiers for handwritten character recognition,” Proceedings of 10th International Conference on Document Analysis and Recognition (ICDAR'09), 2009. (CCF C)
[C10] Xu-Cheng Yin (殷绪成), Jun Sun, Katsuhito Fujimoto, Yusaku Fujii, Koji Kurokawa, Hiroaki Takebe, and Satoshi Naoi, “A multi-stage strategy to perspective rectification for mobile phone camera-based document images”, Proceedings of 9th International Conference on Document Analysis and Recognition (ICDAR'07), 2007. (CCF C)
科研业绩
(P1)“结合前馈和反馈机制的自然场景文本识别技术”(2015~2018,国家自然科学基金项目(61473036),负责人)
(P2)“基于概率图模型的大量复杂文档图像信息提取”(2012~2014,国家自然科学基金项目(61105018),负责人)
(P3)“网络视频文本识别与理解技术”(2016~2018,国家XXX项目,负责人)
(P4)“网络场景图片文字检测与识别研究”(2016~2017,腾讯科技(深圳)有限公司合作项目,负责人)
(P5)“教育行业复杂英文文档分析与识别技术”(2014~2015,科大讯飞研究院合作项目,负责人)
(P6)“自然场景文本检测引擎及应用技术”(2014,三星电子中国研究院合作项目,负责人)
(P7)“在岗智能培训系统中的语义文本挖掘”(2012~2013,西门子(中国)研究院合作项目,负责人)
(P8)“医学图像诊断智能培训系统研究”(2011,西门子(中国)研究院合作项目,负责人)
获得奖励 / 专利
2015、2016、2017年国际生物医学语义检索与问答技术挑战平台BioASQ Challenge Biomedical Semantic AQ多项任务评测第一名;
2014、2016年CLEF国际信息检索技术评测“社会图书搜索与推荐”(Social Book Search Suggestion Task)任务第一名;
2015年国际文档分析与识别大会技术大赛“自然场景文本端到端识别”、“网络图片文本端到端识别”和“视频文本检测提取”等四项冠军;
2013年国际文档分析与识别大会技术大赛“自然场景文本检测”、“网络图片文本检测”和“网络图片文本提取”等三项冠军;
2005年度北京市科技进步一等奖;
2006年度富士通研究开发中心优秀发明奖;
2006年富士通研究所社长奖;
2007年富士通研究所社长奖.