·238· 智能系统学报 第14卷 tions on pattern analysis and machine intelligence,1998 2016,38(3:532-545 20(7):730-745 [16]LEORDEANU M,SUKTHANKAR R,Hebert M,et al. [10]CHO M,SUN Jian,DUCHENNE O,et al.Finding Unsupervised learning for graph matching[].Internation- matches in a haystack:a max-pooling strategy for graph al journal of computer vision,2012,96(1):28-45. matching in the presence of outliers[C]//Proceedings of [17]UIJLINGS J RR.VAN DE SANDE K EA.GEVERS T. 2014 IEEE Conference on Computer Vision and Pattern et al.Selective search for object recognition[J].Interna- Recognition.Columbus,OH,USA,2014:2091-2098. [11]SUH Yumin,ADAMCZEWSKI K,LEE K M.Subgraph tional journal of computer vision,2013,104(2):154-171. matching using compactness prior for robust feature cor- 作者简介： respondence[C]//Proceedings of 2015 IEEE Conference on Computer Vision and Pattern Recognition.Boston, 谭婷，女，1992年生，硕士研究 MA,USA.2015:5070-5078. 生，主要研究方向为图像处理与计算 [12]SHARMA A,HORAUD R,CECH J,et al.Topologically- 机视觉。 robust 3D shape matching based on diffusion geometry and seed growing[C]//Proceedings of 2011 IEEE Confer- ence on Computer Vision and Pattern Recognition. Providence,RI,USA,2011:2481-2488. [13]DUCHENNE O.JOULIN A,PONCE J.A graph-match- 吕淑静，女，1977年生，高级工程 ing kernel for object categorization[C]//Proceedings of 师博士，主要研究方向为图像处理与 2011 IEEE International Conference on Computer Vision. 计算机视觉。 Barcelona.Spain,2011:1792-1799. [14]ZHANG Quanshi.SONG Xuan.SHAO Xiaowei.et al. Attributed graph mining and matching:an attempt to define and extract soft attributed patterns[C]//Proceed- 吕岳.男，1968年生，教授.博士 ings of 2014 IEEE Conference on Computer Vision and 生导师，主要研究方向为模式识别、图 Pattern Recognition.Columbus,OH,USA,2014: 像处理、生物特征识别、信息检索、数 1394-1401. 据挖掘、自然语言处理、机器视觉系 [15]ZHANG Quanshi,SONG Xuan,SHAO Xiaowei,et al. 统。9次获得省部级科学技术奖，其 Object discovery:soft attributed graph mining[J].IEEE 中一等奖4次。授权发明专利 transactions on pattern analysis and machine intelligence. 13项。发表学术论文100余篇。tions on pattern analysis and machine intelligence, 1998, 20(7): 730–745. CHO M, SUN Jian, DUCHENNE O, et al. Finding matches in a haystack: a max-pooling strategy for graph matching in the presence of outliers[C]//Proceedings of 2014 IEEE Conference on Computer Vision and Pattern Recognition. Columbus, OH, USA, 2014: 2091–2098. [10] SUH Yumin, ADAMCZEWSKI K, LEE K M. Subgraph matching using compactness prior for robust feature cor￾respondence[C]//Proceedings of 2015 IEEE Conference on Computer Vision and Pattern Recognition. Boston, MA, USA, 2015: 5070–5078. [11] SHARMA A, HORAUD R, CECH J, et al. Topologically￾robust 3D shape matching based on diffusion geometry and seed growing[C]//Proceedings of 2011 IEEE Confer￾ence on Computer Vision and Pattern Recognition. Providence, RI, USA, 2011: 2481–2488. [12] DUCHENNE O, JOULIN A, PONCE J. A graph-match￾ing kernel for object categorization[C]//Proceedings of 2011 IEEE International Conference on Computer Vision. Barcelona, Spain, 2011: 1792–1799. [13] ZHANG Quanshi, SONG Xuan, SHAO Xiaowei, et al. Attributed graph mining and matching: an attempt to define and extract soft attributed patterns[C]//Proceed￾ings of 2014 IEEE Conference on Computer Vision and Pattern Recognition. Columbus, OH, USA, 2014: 1394–1401. [14] ZHANG Quanshi, SONG Xuan, SHAO Xiaowei, et al. Object discovery: soft attributed graph mining[J]. IEEE transactions on pattern analysis and machine intelligence, [15] 2016, 38(3): 532–545. LEORDEANU M, SUKTHANKAR R, Hebert M, et al. Unsupervised learning for graph matching[J]. Internation￾al journal of computer vision, 2012, 96(1): 28–45. [16] UIJLINGS J R R, VAN DE SANDE K E A, GEVERS T, et al. Selective search for object recognition[J]. Interna￾tional journal of computer vision, 2013, 104(2): 154–171. [17] 作者简介： 谭婷，女，1992 年生，硕士研究 生，主要研究方向为图像处理与计算 机视觉。 吕淑静，女，1977 年生，高级工程 师，博士，主要研究方向为图像处理与 计算机视觉。 吕岳，男，1968 年生，教授，博士 生导师，主要研究方向为模式识别、图 像处理、生物特征识别、信息检索、数 据挖掘、自然语言处理、机器视觉系 统。9 次获得省部级科学技术奖，其 中一等 奖 4 次。授权发明专 利 13 项。发表学术论文 100 余篇。 ·238· 智 能 系 统 学 报 第 14 卷