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.

  1. 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.
  2. N. Zhou, J. Fan, “Learning Visual Trees for Large-scale Image Categorization”, IEEE Trans. Image Processing, vol.23, no.10, 2014 (to appear).
  3. N. Zhou, J. Fan, “Automatic image?text alignment for large-scale web image indexing and retrieval”, Pattern Recognition, vol.47, no.9, 2014.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. 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.
  18. J. Fan, W. Ribarsky, R. Jain, “Social computing for collaborative image understanding”, IEEE Multimedia, vol. 18, 2011 (invitation submission, to appear).
  19. 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).
  20. 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).
  21. 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.
  22. 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).
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. Z. Li, J. Fan, “Stochastic contour approach for automatic image segmentation”, Journal of Electronic Imaging, vol.18, no.4, 2009.
  28. 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.
  29. 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.
  30. 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.
  31. 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.
  32. 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.
  33. 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.
  34. 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.
  35. 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.
  36. 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.
  37. 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.
  38. 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
  39. 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.
  40. 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.
  41. 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.
  42. 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.
  43. 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.
  44. 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.
  45. 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.
  46. 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.
  47. 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.
  48. 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.
  49. 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.
  50. 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.
  51. 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.
  52. 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.
  53. 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.
  54. 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.
  55. 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.
  56. 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.
  57. 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.
  58. 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.
  59. 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.
  60. J. Fan and F. Gan, “Adaptive motion-compensated interpolation based on spatiotemporal segmentation”, Signal Processing: Image Communication, vol.12, pp.59-70, 1998.
  61. 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.
  62. 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.
  63. 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.
  64. 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.
  65. J. Fan, D-R. He, “Influence of external noise in type V intermittency”, Physics Letters A, vol.191, pp.139-144, 1994.
  66. 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.

  1. P. Dong, K. Mei, J. Zhang, H. Lei, J. Fan, “Task-Driven Image Retrieval Using Geographic Information”, MMM (2) 2014: 214-226.
  2. Y. Zhang, W. Wu, Y. Li, C. Jin, X. Xue, J. Fan, “Automatic Name-Face Alignment to Enable Cross-Media News Retrieval”, IJCAI, 2013.
  3. Z. Xia, J. Peng, X. Feng, J. Fan, “Multiple Instance Learning for Automatic Image Annotation”, MMM, 2013: 194-205.
  4. C. Yang, J. Peng, J. Fan, “Image collection summarization via dictionary learning for sparse representation”, IEEE CVPR, 2012: 1122-1129.
  5. N. Zhou, Y. Shen, J. Peng, J. Fan, “Learning inter-related visual dictionary for object recognition”, IEEE CVPR, 2012: 3490-3497.
  6. C. Yang, P. Wong, W. Ribarsky, J. Fan, “Efficient graffiti image retrieval”, ACCM ICMR, 2012.
  7. Z. Xia, J. Peng, X. Feng, J. Fan, “Social Tag Enrichment via Automatic Abstract Tag Refinement”, PCM 2012: 198-209.
  8. W. Zhang, X. Xue, J. Fan, “Correlative multi-label multi-instance image annotation”, IEEE ICCV (IEEEIntl Conf. on Computer Vision), Barcelona, 2011.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. Y. Shen, J. Fan, “Leveraging loosely-tagged images and inter-object correlations for tag recommendation”, ACM Multimedia, 2010.
  17. Y. Nakashima, N. Babaguchi, J. Fan, “Automatically protecting privacy in consumer generated videos using intended human object detector”, ACM Multimedia, 2010.
  18. 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.
  19. X. Xue, H. Luo, J. Fan, “Structured learning for automatic image annotation”, ACM CIVR’10 (ACM Conf. on Image and Video Retrieval), 2010.
  20. C. Yang, J. Fan, “Speed up duplicate/near-duplicate image detection”, ICIMCS’10 (The Second International Conference on Internet Multimedia Computing and Service), 2010.
  21. 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.
  22. 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.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. W. Gong, H. Luo, J. Fan, “Extracting informative images from Web news pages via imbalanced classification”, ACM Multimedia’09, Grand Challenge Competition, Beijing, 2009.
  31. Z. Li, H. Luo, J. Fan, “Incorporating camera metadata for attended region detection and consumer photo classification”, ACM Multimedia’09, Beijing, 2009.
  32. 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.
  33. 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.
  34. H. Luo, J. Fan, D. Keim, S. Satoh, “Personalized news video recommendation”, MMM’09 (Intl Conf. on Multimedia Modeling), 2009.
  35. Y. Gao, H. Luo, J. Fan, “Personalized image recommendation”, MMM’09 (Intl Conf. on Multimedia Modeling), 2009.
  36. Y. Gao, C. Yang, Y. Shen, J. Fan: “Human-computer interaction for large-scale image retrieval”, IEEE ICME, pp.1468-1471, 2009.
  37. 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.
  38. H. Luo, J. Fan, D. Keim, “Personalized news video recommendation via interactive ex-ploration”, ISVC’08 (Intl Symposium on Visual Computing), 2008.
  39. H. Luo, J. Fan, D.A. Keim, “Personalized news video recommendation”, ACM Multimedia, 2008.
  40. 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.
  41. 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.
  42. 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.
  43. 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.
  44. 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.
  45. 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.
  46. J. Fan, Y. Gao, H. Luo, “Hierarchical classification for automatic image annotation”, ACM SIGIR, Amsterdam, pp.111-118, 2007.
  47. B. Li, M. Chi, J. Fan, X. Xue, “Support cluster machine”, ICML’07 (Intl Conf. on Machine Learning), June 20-24, 2007, Oregon, USA.
  48. 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.
  49. 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.
  50. 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.
  51. 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.
  52. 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.
  53. H. Luo, J. Fan, “Building concept ontology for medical video annotation”, ACM Multi-media, Santa Barbara, CA, 2006.
  54. Y. Gao, J. Fan, “Automatic function selection for large scale salient object detection”, ACM Multimedia, Santa Barbara, CA, 2006.
  55. Y. Gao, J. Fan, “Searching and browsing large scale image database using keywords and ontology”, ACM Multimedia, Santa Barbara, CA, 2006.
  56. H. Luo, J. Fan, W. Ribarsky, S. Satoh, “Large-scale news video retrieval via visualization”, ACM Multimedia, Santa Barbara, CA, 2006.
  57. H. Luo, J. Fan, “Large-scale video retrieval via semantic classification”, ACM Multimedia, Santa Barbara, CA, 2006.
  58. 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.
  59. H. Luo, J. Fan, W. Ribarsky, S. Satoh, “Interactive visualization for news retrieval”, IEEE CVPR, New York, 2006.
  60. 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.
  61. 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.
  62. B. Thuraisingham, G. Lavee, E. Bertino, J. Fan, L. Khan, “Access control, confidentiality and privacy for video surveillance databases”, ACM SIGMAT, 2006.
  63. 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.
  64. 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.
  65. 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.
  66. H. Luo, J. Fan, “Concept-oriented video skimming via semantic video classification”, ACM Multimedia, New York, Oct. 10-15, 2004.
  67. 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.
  68. 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.
  69. 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.
  70. 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.
  71. 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.
  72. 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.
  73. 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.
  74. 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.
  75. 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.
  76. J. Fan, H. Luo, X. Zhu, “Multimodal principal video shot classification via mixture Gaus-sian”, IEEE ICME, vol.2, pp.189-192, 2003.
  77. J. Fan, Y. Gao, X. Lin, “A novel framework for semantic image classification and bench-mark”, ACM SIGKDD Workshop on Multimedia Data Mining, 2003.

Jianping Fan

Professor

 

  • : 704-687-8556

  • DEPARTMENTDepartment of Computer Science
    University of North Carolina at Charlotte
  • COUNTRY USA