殷緒成,男,計算機科學與技術系教授,算機科學與技術系副主任、黨支部書記,電氣和電子工程師協會成員, 國際計算機學會成員,中國圖象圖形學學會文檔圖像分析與識別專委會秘書長。
人物經歷,教學科研,代表論文,科研業績,獲獎專利,
人物經歷
1995.09 - 2002.06北京科技大學計算機系學士、碩士
2002.07–2006.07漢王科技股份有限公司研發中心研發工程師/技術經理
2003.09 - 2006.07中國科學院自動化研究所博士
2006.08 - 2008.06富士通研究開發中心信息技術部研究員
2008.07 -今 於北京科技大學計算機系從事教學和科研工作(副教授、教授)
2013.01 - 2014.01 美國麻薩諸塞大學阿默斯特計算機學院智慧型信息檢索中心,客座副教授。
2014.07 – 2014.08美國麻薩諸塞大學計算機科學學院計算機視覺實驗室,客座教授
2016.07-2016.09 BIONLP實驗室,美國麻州大學醫學院定量健康科學系,客座教授
教學科研
- 本科課程:離散數學 軟體工程及課程設計 人工智慧與網際網路大數據技術前沿研討
- 研究生課程:機器學習 人工智慧前沿技術
- 科研方向:模式識別與計算機視覺 信息檢索與自然語言處理 機器視覺及智慧型機器人
代表論文
[J1] Xu-Cheng Yin (殷緒成), 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: 9.445)
[J2] Xu-Cheng Yin (殷緒成), 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: 9.445)
[J3] Shu Tian, Xu-Cheng Yin, 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), vol. 37, no. 9, pp. 1930-1937, 2018. (SCI: 9.445)
[J4] Xu-Cheng Yin (殷緒成), 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* (殷緒成), 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 (殷緒成), 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 (殷緒成),“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* (殷緒成), 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 (殷緒成), 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 (殷緒成), 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* (殷緒成),“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* (殷緒成), 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 (殷緒成), 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* (殷緒成), 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 (殷緒成), 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* (殷緒成),“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* (殷緒成), 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 (殷緒成), 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 (殷緒成), 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 (殷緒成), 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)
科研業績
橫向項目
(1)“網路場景/網路廣告圖片文字檢測與識別研究”(2016~2019,騰訊科技合作項目,負責人)
(2)“教育行業複雜英文文檔分析與識別技術”(2014~2015,科大訊飛研究院合作項目,負責人)
(3)“自然場景文本檢測引擎及套用技術”(2014,三星電子中國研究院合作項目,負責人)
縱向項目
(1)“結合前饋和反饋機制的自然場景文本識別技術”(2015~2018,國家自然科學基金項目,負責人)
(2)“基於機率圖模型的大量複雜文檔圖像信息提取”(2012~2014,國家自然科學基金項目,負責人)
獲獎專利
2018年 中國圖象圖形學學會科技成果鑑定:“大規模網路圖像的文本識別技術及套用”(整體國際先進,文本檢測技術國際領先);
2017年國際文檔分析與識別大會技術大賽“大規模真實場景文本端到端識別”(Challenge on COCO-Text)冠軍;
2015年國際文檔分析與識別大會技術大賽“自然場景文本端到端識別”、“網路圖片文本端到端識別”和“視頻文本檢測提取”等四項冠軍;
2013年國際文檔分析與識別大會技術大賽“自然場景文本檢測”、“網路圖片文本檢測”和“網路圖片文本提取”等三項冠軍;
2015、2016、2017年國際生物醫學語義檢索與問答技術挑戰平台BioASQ Challenge Biomedical Semantic AQ多項任務評測第一名;
2014、2016年CLEF國際信息檢索技術評測“社會圖書搜尋與推薦”(Social Book Search Suggestion Task)任務第一名;
2005年度北京市科技進步一等獎;
2006年度富士通研究開發中心優秀髮明獎;
2006年富士通研究所社長獎;
2007年富士通研究所社長獎