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《Journal of Computer Research and Development》 2002-05
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WANG Hui Feng, SUN Zheng Xing, and WANG Jian (State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093) (Department of Computer Science and Technology, Nanjing University, Nanjing 210093)  
Semantic image retrieval has been a crux to bridge "semantic gap" between the simple visual features and the abundant semantics delivered by an image. The state of the art of semantic image retrieval is given from three aspects: schemes of image semantic description, approaches to image semantic processing, and design for image retrieval system. Firstly, a few of object oriented image content models and image semantic content representations are introduced. Secondly, some typical methods for semantics extraction are analyzed in detail by classifying them into three classes: extraction by knowledge, extraction by interaction, and extraction from exterior information. Thirdly, the user interface and different semantic processing methods in image retrieval systems are discussed. Finally, four critical problems faced in semantic image retrieval, including object recognition, semantic knowledge base, user retrieval model, and performance evaluation, are explained. Towards them, some resolving strategies are presented elementarily.
【Fund】: 国家自然科学基金项目 ( 6990 30 0 6);; 教育部高等学校骨干教师资助项目 [教技司 ( 2 0 0 0 ) 65号 ];; 中国博士后科学基金 (中博基[1997] 11号 )资助
【CateGory Index】: TP391.3
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Chinese Journal Full-text Database 10 Hits
1 CHEN Wen-ting,LI Lei,YANG Ying-yun (Information Engineering School,Communication University of China,Beijing 100024);The Detection and Location of Karaoke Subtitles[J];Journal of Communication University of China(Science and Technology);2008-02
2 ZHANG Qing-hua1,2,ZHOU Yu-lan1,TENG Hai-tao1(1.Institute of Computer Science and Technology,Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China;2.School of Information Science and Technology,Southwest Jiaotong University,Chengdu 610031,P.R.China);Cognition model based on granular computing[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition);2009-04
3 Hu Quan,Qiu Zhaowen,Wang Nihong(College of Information and Computer Engineering,Northeast Forestry University,Harbin 150040,P.R.China);Image Semantic Labeling Based on Multiple Feature Fusion[J];Journal of Northeast Forestry University;2008-10
4 SHI Wei,YU Ping,CAO Heng-rong (Dept.of Electronic and Communication Engineering,North China Electric Power University,Baoding 071003,China);The study about the technique of content based image retrieval[J];Telecommunications For Electric Power System;2004-09
5 LI Lan-lan,WEI Jiao-long (Huazhong University of Science and Technology,Wuhan 430074, China);The information retrieval technologies of multimedia database in digital libraries[J];Journal of Academic Library and Information Science;2004-03
6 QIU Zhao-wen1,2,ZHANG Tian-wen1(1.Institute of Computer Science and Technology,Harbin Institute of Technology,Harbin,Heilongjiang 150001,China;2.Institute of Information and Computer Engineering,Northeast Forestry University,Harbin,Heilongjiang 150040,China);Individuation Image Retrieval Based on User Multimedia Data Management Model[J];Acta Electronica Sinica;2008-09
7 XU Chi,XU Yan-ling(School of Software Engineering,Tongji University,Shanghai 201804,China);Appoach To Object Semanteme Based Image Segmentation and Classification[J];Journal of Chongqing University(Natural Science Edition);2006-08
8 WEN Xiao-bin,KANG Yao-hong(College of Information Science and Technology,Hainan University,Haikou 570228,China);A Summary of Image Retrieval Techniques on the Internet[J];Natural Science Journal of Hainan University;2006-02
9 Shi Yuexiang 1,2 Cai Zixing 21 (College of Information Engineering,Xiangtan University,Xiangtan411105) 2 (College of Information Science and Engineering,Central South University,Changsha410082);Research on the Model Structure of Image Semantics[J];Computer Engineering and Applications;2004-20
10 Shen Yuli1,2 Guo Lei1 Ren Janfeng1 1(Northwestern Polytechnical University,Xi'an 710072) 2(Zhanjiang Ocean University,Zhanjiang,Guangdong 524025);Semantic Retrieval for Image Based on LSI[J];Computer Engineering and Applications;2005-22
China Proceedings of conference Full-text Database 4 Hits
1 Zhiling Wang Zonghai Chen Luping Zhou (Department of Automation, University of Science and Technology of China, Hefei, 230027);Qualitative Analysis Methodologies of Image Understanding[A];[C];2006
2 Liu lin, Wang Hui-fang (College of computer and information engineering, Tianjin Normal University, Tianjin 300074;;The Image Retrieval model based on Affective Semnatics[A];[C];2005
3 SUN Ji-feng QIU Wei-dong YU Wei-yu YU Ying-lin (Institute of Electronics and Information,South China University of Technology Guangzhou 510640);The Research of Image Semantics Classification Based on Neural Network[A];[C];2006
4 ;A Novel Method for Spatial Semantics Image Retrieval Based on Ontology Description[A];[C];2004
Chinese Journal Full-text Database 1 Hits
1 LU Dong-Ming; PAN Yun-He(Artificial Intelligence Institute, Zhejiang University, Hangzhou 310027);IMAGE AND SEMANTIC FEATURE BASED DUNHUANG MURAL RETRIEVAL[J];CHINESE JOURNAL OF COMPUTERS;1998-11
Chinese Journal Full-text Database 2 Hits
1 MAO Yucui(College of Information Engineer, Dalian University, Dalian, 116622, China );Image Physical Content and Logical Content[J];Microcomputer applications;2005-06
2 LUO Rui, ZHANG Yong_sheng, FAN Yong_hong (Information Engineering University, Zhengzhou 450002, China);Research on Content-based Image Retrieval in Remote Sensing Imagery Database[J];Journal of Remote Sensing;2002-01
Chinese Journal Full-text Database 10 Hits
1 TIAN Shengfeng(School of Computer and Information Technology, Northern Jiaotong University, Beijing 100044,China);Kernel-Based Learning Algorithms[J];Journal of Northern Jiaotong University;2003-02
2 WANG Li-kuan~1, HU Shao-hai~1, WANG Yan~2 (1.School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044,China; 2.North China Grid Company Limited Beijing 100053,China);Algorithm for Medical Image Patching Based on Mutual Information[J];Journal of Northern Jiaotong University;2004-02
3 FENG Jian-hui,YANG Yu-jing (Faculty of Land Resource Engineering of Kuming University of Science and Technology, Kuming,Yunnan,650093);Study of Texture Images Extraction Based on Gray Level Co-Occurence Matrix[J];Beijing Surveying and Mapping;2007-03
4 DENG Zhihong TANG Shiwei ZHANG Ming YANG Dongqing CHEN Jie (Department of Computer Science and Technology,National Laboratory on Machine Perception,Peking University,Beijing,100871);Overview of Ontology[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2002-05
5 PI Wenkai LIU Hong ZHA Hongbin (National Lab.on Machine Perception,Peking University,Beijing,100871);Motion Detection for Human Bodies Basing Adaptive Background Subtraction by Using an Omnidirectional Camera[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2004-03
6 JIANG Xiu-hua, WANG Yu-xia,CHEN Xu- can (Electronic and Information Engineering Department, Beijing Broadcasting Institute, Beijing 100024,P. R. China);Content Based Retrieval Technology and Implement of the System[J];Journal of Beijing Broadcasting Institute;2003-01
7 WANG Hui-Ming,SHI Ping(Information Engineering School,Communication University of China,Beijing 100024,China);Methods to Extract Images Texture Features[J];Journal of Communication University of China(Science and Technology);2006-01
8 SHI Ping,LV Si-hua (Information Engineering School,Communication University of China,Beijing 100024,China);Design and Implementation of Shape-based Image Retrieval System[J];Journal of Communication University of China(Science and Technology);2006-03
9 DUAN Li-juan, BAO Zhen-shan, MAO Guo-jun (College of Computer Science, Beijing University of Technology, Beijing 100022, China);An Adult Image Filtering Based on Multi-features[J];Journal of Beijing Polytechnic University;2005-04
10 YANG Dong kai WU Jin pei ZHANG Qi shan (Beijing University of Aeronautics and Astronautics,Dept. of Electronic Engineering);Intelligent Transport System and Its Informatics Model[J];JOURNAL OF BEIJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS;2000-03
China Proceedings of conference Full-text Database 2 Hits
1 Zhiling Wang Zonghai Chen Luping Zhou (Department of Automation, University of Science and Technology of China, Hefei, 230027);Qualitative Analysis Methodologies of Image Understanding[A];[C];2006
2 ZHU Dan-hong, ZHANG Wen-de (Department of Mathematics and Computer Science, Fuzhou University,Fuzhou 350002; Library of Fuzhou University, Fuzhou 350002;;The Image Retrieval Approach Based on Texture Features of Object Areas and Support Vector Machine[A];[C];2005
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Zhou jiao,Li Duanming,Cao Taifeng(School of Economic Management,Southwest University of Science &Technology,Mianyang 621010,China);Algorithm of Extracting Features of Missile Image and System Structure[J];Ordnance Industry Automation;2011-03
2 XUE Zhi-yuan,ZHANG Qing-hua(College of Mathematics and Physics,Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China);Development of composite granular computing models[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition);2010-05
3 CHEN Jie1,DENG Min1,XIAO Pengfeng2,YANG Minhua1,MEI Xiaoming1,LIU huimin1 1.Department of Surveying and Geo-informatics,Central South University,Changsha 410083,China;2.Department of Geogra-phical Information Science,Nanjing University,Nanjing 210093,China;Object-oriented Classification of High Resolution Imagery Combining Support Vector Machine with Granular Computing[J];Acta Geodaetica et Cartographica Sinica;2011-02
4 YANG Mei-ying,ZHANG Qi-shan,JIANG Kai,XU Su-qun(Department of Management Science and Engineering,Fuzhou University,Fuzhou 350002,China);Research of IDSS Based on MAS and DM for E-commerce Enterprises[J];Journal of Chongqing University of Posts and Telecommunications(Social Science Edition);2007-06
5 ZHANG Jie(Shanxi Architectural College,Taiyuan 030006,China);Image Semantic Annotation[J];Computer Development & Applications;2012-01
6 ZHAO Nan, WANG Chao (Beijing Normal University College of Information Science and Technology, Beijing 100875,China);Road Image Classification Based on Texture Feature[J];Computer Knowledge and Technology;2009-24
7 WANG Yue-ping (Shandong Normal University,Jinan 250014,China);Flash Animation Graphics and Image Features Extraction and Analysis[J];Computer Knowledge and Technology;2011-29
8 LIU Ju(Huai'an Municipal Construction Engineering Construction Plan,Huai'an 223001,China);Based on Machine Learning Traffic Prediction Algorithm in Regression Model[J];Computer Knowledge and Technology;2012-04
9 DAI Qin,LIU Jianbo,LIU Shibin(Center for Earth Observation and Digital Earth,CAS,Beijing 100086,China);The Conceptual Framework Design of Intelligent Multi-feature Remote Sensing Image Retrieval[J];Journal of Geo-Information Science;2011-03
10 CHEN Hong(Zhejiang Radio & TV Group,Hangzhou 310005,China);Video Summarization Method Based on Graph Clustering and Mining[J];Video Engineering;2011-11
China Proceedings of conference Full-text Database 5 Hits
1 SHI Feng, LI Qun, ZHU Yi-fan, WANG Wei-ping (School of Information System and Management, University of Defence Technology, Changsha 410073, China.;Slot Restrictions Based Causal Tracing of Behavior[A];[C];2006
2 LIU Xu-hua MENG Xiang-zeng LIU Jun-xiao WU Peng-fei (School of Communications Shandong Normal University,Jinan 250014);A Method of Image Object Auto-Recognition Based on Repository[A];[C];2006
3 Rayimaay Mamat~(1,2),Winira Musajan~(1,2) 1.College of Information Science & Engineering,Xinjiang University,P.R.China,830046 2.Xinjiang Laboratory of Multi-language Information Technology,P.R.China,830046;Research on Fetching Image Relevant Text Technology In Text Base Image Retrieval[A];[C];2010
4 LI Ming, ZHANG Gen-bao,ZENG Haifeng,ZHAO Xi (Chongqing University Postcode:400030 );Research on Causal Tracing of Product Quality Information Based on Batch[A];CHINA ASSOCIATION FOR QUALITY[C];2008
5 Yujiao Wang and Haiyun Lin Department of Physical Science and Technology, Kunming University, Kunming, China;The Intervention of Artificial Intelligence in Image Semantics Retrieval[A];[C];2011
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 ;形象智能与多媒体处理技术的综合研究[J];Computer Science;1997-02
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