Publications
Referred Publications
Journal Publications
I have published 66 papers on top Journals: (a) Tier 1 Journals (25): IEEE Trans. (15), ACM Trans. (2), Pattern Recognition (8); (b) Tier 2 Journals (36): IEEE Multimedia (2), Multimedia Tools and Applications (7), Multimedia Systems (6), et al.; (c) Tier 3 Journals (5): Pattern Recognition Letters (2), et al.
- N. Zhou, J. Fan, “Jointly Learning Visually Correlated Dictionaries for Large-scale Vi-sual Recognition Applications”, IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.36, no. 4, pp.715-730, 2014.
- N. Zhou, J. Fan, “Learning Visual Trees for Large-scale Image Categorization”, IEEE Trans. Image Processing, vol.23, no.10, 2014 (to appear).
- N. Zhou, J. Fan, “Automatic image?text alignment for large-scale web image indexing and retrieval”, Pattern Recognition, vol.47, no.9, 2014.
- J. Fan, J. Zhang, K. Mei, “Cost-Sensitive Hierarchical Learning of Large-Margin Tree Classifiers for Large-Scale Image Classification and Novel Category Detection”, Pattern Recognition, vol.47, no.11, 2014.
- K. Mei, H. Luo, J. Peng, N. Zheng, J. Fan, “Hierarchical Classification of Large-Scale Patient Records for Automatic ACL Disease Diagnosis and Treatment Assignment”, IEEE J. Biomedical and Health Informatics, vol. 17, no.4, 2014.
- H. Lei, K. Mei, N. Zheng, P. Dong, N. Zhou, J. Fan, “Learning group-based dictionaries for discriminative image representation”, Pattern Recognition, vol. 47, no.2, pp.899-913, 2014.
- Z. Xia, J. Peng, X. Feng, J. Fan, “Automatic Abstract Tag Detection for Social Image Tag Refinement and Enrichment”, Signal Processing Systems, vol. 74, no.1, pp.5-18, 2014.
- J. Peng, Y. Shen, J. Fan, “Cross-modal social image clustering and tag cleansing”, J. Visual Communication and Image Representation, vol. 24, no.7, pp.895-910,2013.
- Y. Shen, J. Peng, X. Feng, J. Fan, “Multi-label multi-instance learning with missing object tags”, Multimedia Syst., vol. 19, no.1, pp.17-36, 2013.
- C. Yang, J. Shen, J. Peng, J. Fan, “Image collection summarization via dictionary learning for sparse representation”, Pattern Recognition, vol. 46, no.3, pp.948-961, 2013.
- J. Peng, N. Zheng, J. Fan, “Leveraging Social Supports for Improving Personal Exper-tise on ACL Reconstruction and Rehabilitation”, IEEE J. Biomedical and Health Informatics, vol. 17, no.2, pp.370-380, 2013.
- Y. Nakashima, N. Babaguchi, J. Fan, “Intended human object detection for automatically protecting privacy in mobile video surveillance”, Multimedia Syst., vol. 18, no.2, pp. 157-173, 2012.
- Y. Guo, X. Lin, Z. Teng, X. Xue, J. Fan, “A covariance-free iterative algorithm for dis-tributed principal component analysis on vertically partitioned data”, Pattern Recogni-tion, vol. 45, no.3, pp. 1211-1219, 2012.
- J. Liu, G. Zeng, J. Fan, “Fast Local Self-Similarity for describing interest regions”, Pat-tern Recognition Letters, vol. 33, no.9, pp.1224-1235, 2012.
- J. Fan, X. He, N. Zhou, J. Peng, R. Jain, “Quantitative Characterization of Semantic Gaps for Learning Complexity Estimation and Inference Model Selection”IEEE Transactions on Multimedia, vol. 14, no.5, pp.1414-1428, 2012.
- J. Fan, Y. Shen, C. Yang, N. Zhou, “Structured max-margin learning for inter-related clas-sifier training and multi-label image annotation”, IEEE Trans. on Image Processing, vol.20, no.3, 2011.
- H. Luo, J. Fan, Y. Zhou, “Multimedia news exploration and retrieval by integrating keywords, relations and visual features”, Multimedia Tools and Applications, vol.51, pp.625-648, 2011.
- J. Fan, W. Ribarsky, R. Jain, “Social computing for collaborative image understanding”, IEEE Multimedia, vol. 18, 2011 (invitation submission, to appear).
- Y. Shen, N. Zhou, J. Fan, “Integrating bilingual searches for junk image filtering”, Mul-timedia Tools and Applications, vol.52, 2012 (invitation submission, to appear).
- Y. Guo, X. Lin, Z. Teng, X. Xue, J. Fan, “A covariance matrix-free iterative algorithm to achieve distributed principal component analysis on vertically partitioned data”, Pattern Recognition, vol. 44, no.11, 2011 (to appear).
- Y. Zhang, C. Yang, Y. Shen, N. Zhou, J. Fan, H. Luo, “A cross-modal approach to cleansing weakly tagged images”, IEEE Multimedia, vol.17, no.4, pp.18-25, 2010.
- Y. Shen, J. Fan, “Multi-task multi-label multiple instance learning”, Journal of Zhe-jiang University-SCIENCE C (Computers Electronics), ISSN 1869-1951, ISSN 1869-196X, 2010 (invitation paper).
- J. Peng, N. Babaguchi, H. Luo, Y. Gao, J. Fan, “Constructing distributed hippocratic video databases for privacy-preserving online patient training and counseling”, IEEE Trans. on Information Technology in Biomedicine, vol.14, no.8, 2010.
- Z. Li, J. Fan, “Exploit camera metadata for enhancing interesting region detection and photo retrieval”, Multimedia Tools and Applications, vol. 46, no.2-3, pp.207-233, 2010.
- Q. Luo, X. Kong, G. Zeng, J. Fan: “Human action detection via boosted local motion histograms”, Machine Vision Applications, vol.21, no.3, pp.377-389, 2010.
- H. Luo, J. Fan, “Multimedia news exploration and retrieval by integrating keywords, relations and visual features”, Multimedia Tools and Applications, vol.46, no.11-12, 2010.
- Z. Li, J. Fan, “Stochastic contour approach for automatic image segmentation”, Journal of Electronic Imaging, vol.18, no.4, 2009.
- Y. Gao, J. Peng, H. Luo, D. Keim, J. Fan, “An interactive approach for filtering out junk images from keyword-based Google search results”, IEEE Trans. on Circuits and Systems for Video Technology, vol. 19, no.10, 2009.
- J. Fan, D. Keim, Y. Gao, H. Luo, Z. Li, “JustClick: Personalized image recommendation via exploratory search from large-scale Flickr images”, IEEE Trans. on Circuits and Systems for Video Technology, vol. 19, no.2, pp.273-288, 2009.
- H. Luo, J. Fan, X. Lin, A. Zhou, E. Bertino, “A distributed approach to enable privacy-preserving model-based classifier training”, Knowledge and Information Systems, vol.16, no.5, 2008.
- J. Fan, Y. Gao, H. Luo, “Integrating concept ontology and multi-task learning to achieve more effective classifier training for multi-level image annotation”, IEEE Trans. on Image Processing, vol. 17, no.3, pp.407-426, 2008.
- J. Fan, Y. Gao, H. Luo, R. Jain, “Mining multi-level image semantics via hierarchical classification”, IEEE Trans. on Multimedia, vol. 10, no.1, pp.167-187, 2008.
- H. Luo, Y. Gao, X. Xue, J. Peng, J. Fan, “Incorporating feature hierarchy and boosting for concept-oriented video summarization and skimming”, ACM Trans. on Multimedia Computing, Communications, and Applications, vol.3, no.1, pp. 1-25, 2008.
- H. Luo, J. Fan, S. Satoh, J. Yang, W. Ribarsky, “Integrating multi-modal content analysis and hyperbolic visualization for large-scale news videos retrieval and exploration”, Signal Processing: Image Communication, vol.23, no.8, pp.538-553, 2008.
- J. Fan, H. Luo, Y. Gao, R. Jain, “Incorporating concept ontology to boost hierarchical classifier training for automatic multi-level video annotation”, IEEE Trans. on Multi-media, vol. 9, no.5, pp. 939-957, 2007.
- B. Li, X. Xue, J. Fan, “A robust incremental learning framework for accurate skin region segmentation in color images”, Pattern Recognition, vol.40, no.12, pp.3621-3632, 2007.
- J. Fan, Y. Gao, H. Luo, G. Xu, “Statistical modeling and conceptualization of natural images”, Pattern Recognition, vol.38, no.6, pp.865-885, 2005.
- J. Fan, G. Zeng, M. Body, M.-S. Hacid, “Seeded region growing: An extensive and com-parative study”, Pattern Recognition Letters, vol.26, no.5, pp.1139-1156, 2005
- J. Fan, H. Luo, A.K. Elmagarmid, “Concept-oriented indexing of video databases: Toward semantic sensitive retrieval and browsing”, IEEE Trans. Image Processing, vol.13, no.6, pp.1-19, 2004.
- J. Fan, X. Zhu, A.K. Elmagarmid, W.G. Aref,“ClassView: Hierarchical video shot classi-fication, indexing and accessing”, IEEE Trans. on Multimedia, vol.5, no.1, pp. 70-87, 2004.
- X. Zhu, J. Fan, A.K. Elmagarmid, “Hierarchical visual summarization and content de-scription by using joint similarity with semantics and visual perception”, Multimedia Systems, vol.9, no.1, pp.31-53, 2003.
- X. Zhu, J. Fan, X. Wu, W. Aref, A.K. Elmagarmid, “Exploiting video content structure for hierarchical summarization”, Multimedia Systems, vol.11, no.2, 2004.
- W. Aref, A. Catlin, A. Elmagarmid, J. Fan, M. Hammad, I. Ilyas, M. Marzouk, S. Prab-hakar, X. Zhu, ”A testbed facility for research in video database benchmarking ”, Multi-media Systems, vol.10, no.5, 2004.
- J. Fan, X. Zhu, K. Najarian, L. Wu, “Accessing video contents through key objects over IP”, Multimedia Tools and Applications, vol.21, pp.75-96, 2003.
- E. Bertino, J. Fan, E. Ferrari, M.-S. Hacid, A.K. Elmagarmid, “A hierarchical access control model for video database system”, ACM Trans. on Information Systems, vol.21, no.2, pp.155-191, 2003.
- J. Fan, X. Zhu, L. Wu, “Accessing video contents through key objects over IP”, Multi-media Tools and Applications, vol.21, pp.75-95, 2003.
- J. Fan, X. Zhu, M.-S. Hacid, A.K. Elmagarmid, “Model-based video classification toward hierarchical representation, indexing and access”, Multimedia Tools and Applica-tions, vol.17, pp.97-120, 2002.
- J. Fan, E. El-Kwae, M.-S. Hacid, F. Liang, “Novel tracking-based moving object extraction algorithm”, Journal of Electric Imaging, vol.11, no.3, pp.393-403, 2002.
- J. Fan, A.K. Elmagarmid, “An automatic algorithm for semantic object generation and temporal tracking”, Signal Processing: Image Communication, vol.17, pp.145-164, 2002.
- J. Fan, D.K.Y. Yau, A.K. Elmagarmid, W.G. Aref,“Automatic image segmentation by integrating color edge detection and seeded region growing”, IEEE Trans. on Image Processing, vol.10, no.10, pp.1454-1466, 2001.
- J. Fan, Y. Ji and L. Wu,“A content-based video database system: Content analysis, clustering, representation and indexing”, Journal of Visual Communication and Image Representation, vol.12, no.3, pp.306-347, 2001.
- J. Fan, W.G. Aref, A.K. Elmagarmid, M.-S. Hacid, M.S. Marzouk, X. Zhu,“MultiView: Multi-level video content representation and retrieval”, Journal of Electronic Imaging, vol.10, no.4, pp.895-908, 2001.
- J. Fan, X. Zhu and L. Wu,“Automatic model-based semantic object extraction algorithm”, IEEE Trans. on Circuits and Systems for Video Technology, vol.11, no.10,pp.1073-1084, 2001.
- J. Fan, J. Yu, G. Fujita, T. Onoye, L. Wu, I. Shirakawa, “Spatiotemporal segmentation for compact video representation”, Signal Processing: Image Communication, vol.16, pp.553-566, 2001.
- J. Fan, W.G. Aref, M.-S. Hacid, A.K. Elmagarmid, “An improved automatic isotropic color edge detection technique”, Pattern Recognition Letters, vol.22, pp.1419-1429, 2001.
- J. Fan, D.K.Y. Yau, W.G. Aref, and A. Rezgui, “Adaptive motion-compensated video cod-ing scheme towards content-based bit rate allocation”, Journal of Electronic Imaging, vol.9, pp.521-533, 2000.
- J. Fan, G. Fujita, T. Onoye, I. Shirakawa, L. Wu, “Automatic moving object extraction toward compact video representation”, Optical Engineering, vol.39, pp.438-452, 2000.
- J. Fan and F. Gan, “Motion estimation based on global and local uncompensability anal-ysis”, IEEE Trans. on Image Processing, vol.6, pp.1584-1587, 1998.
- J. Fan, J. Yu, X. Xue, L. Wu, “Efficient motion estimation algorithm based on structural segmentation and compensation analysis”, Optical Engineering, vol.37, pp.1563-1570, 1998.
- J. Fan and F. Gan, “Adaptive motion-compensated interpolation based on spatiotemporal segmentation”, Signal Processing: Image Communication, vol.12, pp.59-70, 1998.
- J. Fan, L. Zhang, R. Wang, D. Xin, F. Gan, “Spatiotemporal segmentation based on spatiotemporal entropic thresholding”, Optical Engineering, vol.36, pp.2845-2851, 1997.
- R. Wang, J. Fan, X. Li, F. Gan, “Magnetic field modulated direct overwrite with pulsed laser irradiation for TbFeCo magneto-optical disks”, Optical Engineering, vol. 36, no.9, pp.2513-2516, 1997.
- J. Fan, R. wang, L. Zhang, D. Xin, F. Gan, “Image sequence segmentation based on 2D temporal entropic thresholding”, Pattern Recognition Letters, vol.17, pp.1101-1107, 1996.
- J. Fan, L. Zhang, F. Gan, “Adaptive image sequence coding based on global and local compensability analysis”, Optical Engineering, vol.35, pp.2838-2844, 1996.
- J. Fan, D-R. He, “Influence of external noise in type V intermittency”, Physics Letters A, vol.191, pp.139-144, 1994.
- J. Fan and D-R. He, “The distribution of laminar length in type V intermittency”, Physics Letters A, vol.182, pp.232-237, 1993.
Conference Publications:
I have published 96 papers on leading conferences: (a) Tier 1 Conferences (43): WWW (1), ICCV (1), ACM Multimedia (14), IJCAI (4), ACM SIGIR (3), IEEE CVPR (5), ACM SIGKDD (2), ACM CIVR (4), ACM MIR (6), ICML (1), IEEE ICDE (2); (b) Tier 2 Confer-ences (38): MMM (8), ACM CIKM (2), IEEE/ACM JCDL (2), IEEE VAST (3), IEEE ICME (2), IEEE ICIP (2), et al.; (c) Tier 3 Conferences (14): FSKD, et al.
- P. Dong, K. Mei, J. Zhang, H. Lei, J. Fan, “Task-Driven Image Retrieval Using Geographic Information”, MMM (2) 2014: 214-226.
- Y. Zhang, W. Wu, Y. Li, C. Jin, X. Xue, J. Fan, “Automatic Name-Face Alignment to Enable Cross-Media News Retrieval”, IJCAI, 2013.
- Z. Xia, J. Peng, X. Feng, J. Fan, “Multiple Instance Learning for Automatic Image Annotation”, MMM, 2013: 194-205.
- C. Yang, J. Peng, J. Fan, “Image collection summarization via dictionary learning for sparse representation”, IEEE CVPR, 2012: 1122-1129.
- N. Zhou, Y. Shen, J. Peng, J. Fan, “Learning inter-related visual dictionary for object recognition”, IEEE CVPR, 2012: 3490-3497.
- C. Yang, P. Wong, W. Ribarsky, J. Fan, “Efficient graffiti image retrieval”, ACCM ICMR, 2012.
- Z. Xia, J. Peng, X. Feng, J. Fan, “Social Tag Enrichment via Automatic Abstract Tag Refinement”, PCM 2012: 198-209.
- W. Zhang, X. Xue, J. Fan, “Correlative multi-label multi-instance image annotation”, IEEE ICCV (IEEEIntl Conf. on Computer Vision), Barcelona, 2011.
- N. Zhou, Y. Shen, J. Peng, X. Feng, J. Fan, “Leveraging auxiliary text terms for automatic image annotation”, ACM WWW (Intl World Wide Web Conferences), Hyderabad, India, 2011.
- W. Zhang, X. Xue, J. Fan, “Multi-kernel multi-label learning with max-margin concept network”, IJCAI (22th Intl. Joint Conf. on Artificial Intelligence), Barcelona, 2011.
- Y. Zhang, C. Jin, L. Cen, X. Xue, J. Fan, “Fusion of multiple features and supervised learning for Chinese OOV term detection and POS guessing”, IJCAI (22th Intl. Joint Conf. on Artificial Intelligence), Barcelona, 2011.
- Y. Zhang, C. Jin, L. Cen, X. Xue, J. Fan, “Learning inter-related statistical query trans-lation models for English-Chinese bi-directional CLIR”, IJCAI (22th Intl. Joint Conf. on Artificial Intelligence), Barcelona, 2011.
- Y. Nakashima, N. Babaguchi, J. Fan, “Automatic generation of privacy-protected videos using background estimation”, IEEE ICME(IEEE Intl. Conf. on Multimedia and Expo), Barcelona, 2011.
- C. Yang, X. Feng, J. Peng, J. Fan, “Efficient large-scale image data set exploration: Visual concept network and image summarization”, MMM’11 (Intl. Conf. on Multimedia Modeling), pp.111-121, 2011.
- N. Zhou, J. Peng, X. Feng, J. Fan, “Towards more precise social image-tag alignment”, MMM’11, (Intl. Conf. on Multimedia Modeling), pp. 46-56, 2011.
- Y. Shen, J. Fan, “Leveraging loosely-tagged images and inter-object correlations for tag recommendation”, ACM Multimedia, 2010.
- Y. Nakashima, N. Babaguchi, J. Fan, “Automatically protecting privacy in consumer generated videos using intended human object detector”, ACM Multimedia, 2010.
- J. Fan, Y. Shen, N. Zhu, Y. Gao, “Leveraging large-scale weakly-tagged images from Internet”, IEEE CVPR (IEEE Conf. on Computer Vision and Pattern Recognition), 2010.
- X. Xue, H. Luo, J. Fan, “Structured learning for automatic image annotation”, ACM CIVR’10 (ACM Conf. on Image and Video Retrieval), 2010.
- C. Yang, J. Fan, “Speed up duplicate/near-duplicate image detection”, ICIMCS’10 (The Second International Conference on Internet Multimedia Computing and Service), 2010.
- Y. Shen, N. Zhou, J. Fan, “Integrating bilingual searches for junk image filtering”, ICIMCS’10 (The Second International Conference on Internet Multimedia Computing andService), 2010.
- N. Zhou, Y. Shen, J. Fan, “Automatic image annotation by using relevant keywords extracted from auxiliary text documents”, ACM Multimedia Workshop on Large-Scale Image Retrieval, 2010.
- H. Luo, P. Cai, W. Gong, J. Fan, “Semantic entity-relationship model for large-scale multimedia news exploration and recommendation”, MMM’10 (Intl. Conf. on Multimedia Modeling), pp. 522-532, 2010.
- C. Yang, H. Luo, J. Fan, “Generating visual concept network from large-scale weakly-tagged images”, MMM’10 (Intl. Conf. on Multimedia Modeling), pp.251-261, 2010.
- Y. Zhang, Y. Wang, L. Cen, Y. Su, C. Jin, X. Xue, J. Fan, “Fusion of multiple features and ranking SVM for web-based English-Chinese OOV term translation”, COLING’10 (Intl. Conf. on Computational Linguistics), pp.1435-1443, 2010.
- W. Gong, Y. Zhou, H. Luo, J. Fan, A. Zhou, “Automatic filtering algorithm for imbal-anced classification”, FSKD’10 (Intl Conf. on Fuzzy Systems and Knowledge Discovery), pp.1853-1857, 2010.
- Y. Nakashima, N. Babaguchi, J. Fan, “Detecting intended human objects in human-captured videos”, IEEE CVPR workshop on Perceptual Organization in Computer Vision, San Francisco, California, 2010.
- C. Yang, Y. Gao, J. Fan, “Benchmark of multiple approaches for feature extraction and image similarity characterization”, SPIE: Multimedia Content Access: Algorithms and Sys-tems IV, vol. 7540, 2010.
- Y. Shen, C. Yang, Y. Gao, J. Fan, “Harvesting weakly tagged images for computer vision tasks”, SPIE: Multimedia Content Access: Algorithms and Systems IV, vol. 7540, 2010.
- W. Gong, H. Luo, J. Fan, “Extracting informative images from Web news pages via imbalanced classification”, ACM Multimedia’09, Grand Challenge Competition, Beijing, 2009.
- Z. Li, H. Luo, J. Fan, “Incorporating camera metadata for attended region detection and consumer photo classification”, ACM Multimedia’09, Beijing, 2009.
- J. Fan, C. Yang, Y. Shen, N. Babaguchi, H. Luo, “Leveraging large-scale weakly-tagged images to train inter-related classifiers for multi-label image annotation”, ACM Multimedia Workshop on large-scale image retrieval, 2009.
- J. Fan, J. Chen, C. Yang, Y. Shen, “Integrating visual and semantic contexts for topic network generation and word sense disambiguation”, ACM CIVR’09 (ACM Conf. on Image and Video Retrieval), 2009.
- H. Luo, J. Fan, D. Keim, S. Satoh, “Personalized news video recommendation”, MMM’09 (Intl Conf. on Multimedia Modeling), 2009.
- Y. Gao, H. Luo, J. Fan, “Personalized image recommendation”, MMM’09 (Intl Conf. on Multimedia Modeling), 2009.
- Y. Gao, C. Yang, Y. Shen, J. Fan: “Human-computer interaction for large-scale image retrieval”, IEEE ICME, pp.1468-1471, 2009.
- Y. Gao, C. Yang, Y. Shen, J. Fan, “Incorporate visual analytics to design a human-centered computing framework for personalized classifier training and image retrieval”, LNCS Notes: Advances in Information and Intelligent Systems, vol. 251, pp. 165-187,2009.
- H. Luo, J. Fan, D. Keim, “Personalized news video recommendation via interactive ex-ploration”, ISVC’08 (Intl Symposium on Visual Computing), 2008.
- H. Luo, J. Fan, D.A. Keim, “Personalized news video recommendation”, ACM Multimedia, 2008.
- J. Fan, Y. Gao, H. Luo, D. Keim, Z. Li, “A novel approach to enable semantic and visual image summarization for exploratory image search”, ACM MIR’08 (ACM Conf. on Multimedia Information Retrieval), 2008.
- Z. Li, H. Lu, X. Xue, J. Fan, “Detecting interesting regions in photographs - How metadata can help”, ACM PCM’08 (ACM Pacific-Rim Conference on Multimedia), 2008.
- J. Fan, Y. Gao, H. Luo, S. Satoh, “New approach for hierarchical classifier training and multi-Level image annotation”, MMM’08 (Intl Conf. on Multimedia Modeling), Kyoto, Japan, 2008.
- Y. Gao, J. Fan, H. Luo, S. Satoh, “A novel approach for filtering junk images from Google search results”, MMM’08 (Intl Conf. on Multimedia Modeling), Kyoto, Japan, 2008.
- Z. Li, J. Fan, “3D MRI brain image segmentation based on region restricted EM algo-rithm”, Proc. of SPIE, vol.6914, pp. 6914-6914, 2008.
- H. Luo, J. Yang, A. Zhou, J. Fan, T. Hu, “Knowledge mining and visualization on news Web pages and large-scale news video database”, NPC Workshops, pp.452-459, 2008.
- J. Fan, Y. Gao, H. Luo, “Hierarchical classification for automatic image annotation”, ACM SIGIR, Amsterdam, pp.111-118, 2007.
- B. Li, M. Chi, J. Fan, X. Xue, “Support cluster machine”, ICML’07 (Intl Conf. on Machine Learning), June 20-24, 2007, Oregon, USA.
- H. Luo, J. Fan, Shin’ichi Satoh, W. Ribarsky, “Large scale news video database browsing and retrieval via information visualization”, ACM SAC’07, pp. 1086-1087, 2007.
- H. Luo, J. Fan, J. Yang, W. Ribarsky, S. Satoh, “Large-scale new video classification and hyperbolic visualization”, IEEE VAST’07 (IEEE Symposium on Visual Analytics Science and Technology), pp.107-114, 2007.
- S. Zhang, J. Fan, H. Lu, X. Xue, “Salient object detection on large-scale video data’, IEEE CVPR workshop on Semantic Learning Applications in Multimedia, 2007.
- H. Luo, J. Fan, S. Satoh, X. Xue, “Mining large-scale news video database via knowledge visualization”, VISUAL’07 (9th Intl Conf. on Visual Information Systems), pp. 254-266, 2007.
- Y. Gao, J. Fan, H. Luo, X. Xue, R. Jain, “Automatic image annotation by incorporat-ing feature hierarchy and boosting to scale-up SVM classifiers”, ACM Multimedia, Santa Barbara, CA, 2006.
- H. Luo, J. Fan, “Building concept ontology for medical video annotation”, ACM Multi-media, Santa Barbara, CA, 2006.
- Y. Gao, J. Fan, “Automatic function selection for large scale salient object detection”, ACM Multimedia, Santa Barbara, CA, 2006.
- Y. Gao, J. Fan, “Searching and browsing large scale image database using keywords and ontology”, ACM Multimedia, Santa Barbara, CA, 2006.
- H. Luo, J. Fan, W. Ribarsky, S. Satoh, “Large-scale news video retrieval via visualization”, ACM Multimedia, Santa Barbara, CA, 2006.
- H. Luo, J. Fan, “Large-scale video retrieval via semantic classification”, ACM Multimedia, Santa Barbara, CA, 2006.
- Y. Gao, J. Fan, “Incorporating concept ontology for hierarchical classifier training and multi-level image annotation”, ACM MIR’06(ACM Conf. on Multimedia Information Re-trieval), Santa Barbara, CA, 2006.
- H. Luo, J. Fan, W. Ribarsky, S. Satoh, “Interactive visualization for news retrieval”, IEEE CVPR, New York, 2006.
- H. Luo, J. Fan, J. Yang, W. Ribarsky, S. Satoh, “Exploring large-scale video news via interactive visualization”, IEEE VAST’06 (IEEE Symposium on Visual Analytics Science and Technology), pp. 75-82, 2006.
- J. Yang, J. Fan, D. Hubball, Y. Gao, H. Luo, W. Ribarsky, M. Ward, “Semantic image browser: Bridging information visualization with automated intelligent image analysis”, IEEE VAST’06 (IEEE Symposium on Visual Analytics Science and Technology), 2006.
- B. Thuraisingham, G. Lavee, E. Bertino, J. Fan, L. Khan, “Access control, confidentiality and privacy for video surveillance databases”, ACM SIGMAT, 2006.
- J. Fan, H. Luo, M.-S. Hacid, E. Bertino, “A novel approach for privacy-preserving video sharing”, ACM CIKM, Bremen, Germany, Oct. 31 - Nov. 5, 2005.
- J. Fan, H. Luo, Y. Gao, M.-S. Hacid, “Mining image databases on semantics via statistical learning”, ACM SIGKDD, Chicago, IL, August 20-25, 2005.
- J. Fan, H. Luo, Y. Gao, “Learning the semantics of images by using unlabeled samples”, IEEE CVPR (IEEE Intl. Conf. on Computer Vision and Pattern Recognition), San Diego,CA, June 20-26, 2005.
- H. Luo, J. Fan, “Concept-oriented video skimming via semantic video classification”, ACM Multimedia, New York, Oct. 10-15, 2004.
- J. Fan, Y. Gao, H. Luo, “Multi-level annotation of natural scenes using dominant image components and semantic image concepts”, ACM Multimedia, New York, Oct.10-15, 2004.
- J. Fan, Y. Gao, H. Luo, G. Xu, “Automatic image annotation by using concept-sensitive salient objects for image content representation”, ACM SIGIR, Sheffield, UK, 2004.
- J. Fan, Y. Gao, H. Luo, G. Xu, “Semantic video classification and feature subset selection under context and concept uncertainty”, ACM SIGIR, Sheffield, UK, 2004.
- J. Fan, H. Luo, J. Xiao, L. Wu, “Semantic video classification and feature subset selection with unlabeled samples”, ACM/IEEE JCDL, Tucson, Arizona, USA, 2004.
- Y. Gao, J. Fan, H. Luo, G. Xu, “Salient objects: Semantic building blocks for image concept interpretation”, ACM CIVR’04 (ACM Conf. on Image and Video Retrieval), 2004.
- H. Luo, J. Fan, Y. Gao, G. Xu, “Multimodal salient objects: General building blocks of semantic video concepts”, ACM CIVR’04 (ACM Conf. on Image and Video Retrieval), 2004.
- J. Fan, H. Luo, L. Wu, “Integrating unlabeled samples for semantic video classification and feature subset selection”, IEEE ACCV’04 (Asian Conf. on Computer Vision), Jan. 27-30, 2004.
- H. Luo, Y,. Gao, J. Fan, “Semantic video classification with insufficient labeled samples”, SPIE: Storage and Retrieval of Media Database, San Jose, CA, Jan. 18-22, 2004.
- J. Fan and H. Luo, “Principal Video shot: Linking low-level multimodal perceptual fea-tures to semantic events”, IEEE CVPR workshop on Event Mining, Madison, WI, June 17, 2003.
- J. Fan, H. Luo, X. Zhu, “Multimodal principal video shot classification via mixture Gaus-sian”, IEEE ICME, vol.2, pp.189-192, 2003.
- J. Fan, Y. Gao, X. Lin, “A novel framework for semantic image classification and bench-mark”, ACM SIGKDD Workshop on Multimedia Data Mining, 2003.