Xian-Sheng Hua [FOAF] [Follow]

Position:	Lead Researcher
Affiliation:	Internet Media Group Microsoft Research Asia
Email:
Homepage:	http://research.microsoft.com/~xshua/
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Statistics:	H-index: 17 (See all experts' h-index.) total citation number: 1143 highest-cited paper: A generic framework of user attention model and its application in video summarization (2005) at IEEE Transactions on Multimedia (Cited By 100) More Statistics...

Research Interest:

video annotation, video concept detection, automatic video annotation, video collage, automated home video editing

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Education: [Edit]

Phd University:	Peking University	Phd Major:	applied mathematics	Phd Date:	2001
Bachelor University:	Peking University	Bachelor Major:	applied mathematics	Bachelor Date:	1996

Publications: [Edit disambiguation Result]

Group By Year Group By Category

2010 2009 2008 2007 2006 2005 2004 2003 2002 2001

2010 Top (3)
[143]	Xinmei Tian, Linjun Yang, Xiuqing Wu, Xian-Sheng Hua. Visual Reranking with Local Learning Consistency. 2010. pp.163~173 [Bibtex]
[142]	Yan Wang, Tao Mei, Jingdong Wang, Xian-Sheng Hua. Dynamic Video Collage. 2010. pp.793~795 [Bibtex]
[141]	Kuiyuan Yang, Meng Wang, Xian-Sheng Hua, Hong-Jiang Zhang. Social Image Search with Diverse Relevance Ranking. 2010. pp.174~184 [Bibtex]
2009 Top (29)
[140]	Bo Geng, Chao Xu, Dacheng Tao, Linjun Yang, Xian-Sheng Hua. Ensemble manifold regularization. 2009. pp.2396~2402 Cited By 1[Bibtex]
[139]	Hao Li, Meng Wang, Xian-Sheng Hua. MSRA-MM 2.0: A Large-Scale Web Multimedia Dataset. 2009. pp.164~169 [Bibtex]
[138]	Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua. Ranking model adaptation for domain-specific search. CIKM'2009. pp.197~206 Cited By 1[Bibtex]
[137]	Zheng-Jun Zha, Tao Mei, Meng Wang, Zengfu Wang, Xian-Sheng Hua. Robust Distance Metric Learning with Auxiliary Knowledge. IJCAI'2009. pp.1327~1332 [Bibtex]
[136]	Hao Xu, Jingdong Wang, Xian-Sheng Hua, Shipeng Li. Tag refinement by regularized LDA. ACM Multimedia'2009. pp.573~576 Cited By 3[Bibtex]
[135]	Lin-Xie Tang, Tao Mei, Xian-Sheng Hua. Near-lossless video summarization. ACM Multimedia'2009. pp.351~360 Cited By 1[Bibtex]
[134]	Lin-Xie Tang, Tao Mei, Xian-Sheng Hua. NLVS: a near-lossless video summarization system. ACM Multimedia'2009. pp.1049~1052 Cited By 1[Bibtex]
[133]	Meng Wang, Bo Liu, Xian-Sheng Hua. Accessible image search. ACM Multimedia'2009. pp.291~300 [Bibtex]
[132]	Dong Liu, Meng Wang, Xian-Sheng Hua, Hong-Jiang Zhang. Smart batch tagging of photo albums. ACM Multimedia'2009. pp.809~812 [Bibtex]
[131]	Guo-Jun Qi, Xian-Sheng Hua, Hong-Jiang Zhang. Learning semantic distance from community-tagged media collection. ACM Multimedia'2009. pp.243~252 Cited By 1[Bibtex]
[130]	Yuan Liu, Tao Mei, Jinhui Tang, Xiuqing Wu, Xian-Sheng Hua. Graph-Based Pairwise Learning to Rank for Video Search. MMM'2009. pp.175~184 [Bibtex]
[129]	Dong Liu, Xian-Sheng Hua, Linjun Yang, Hong-Jiang Zhang. Multiple-Instance Active Learning for Image Categorization. MMM'2009. pp.239~249 Cited By 1[Bibtex]
[128]	Yong Wang, Tao Mei, Shaogang Gong, Xian-Sheng Hua. Combining global, regional and contextual features for automatic image annotation. Pattern Recognition, 2009: 259~266 Cited By 4[Bibtex]
[127]	Yuan Liu, Tao Mei, Xian-Sheng Hua. CrowdReranking: exploring multiple search engines for visual search reranking. SIGIR'2009. pp.500~507 Cited By 4[Bibtex]
[126]	Meng Wang, Bo Liu, Linjun Yang, Xian-Sheng Hua. Accommodating colorblind users in image search. SIGIR'2009. pp.839~839 [Bibtex]
[125]	Linjun Yang, Li Wang, Bo Geng, Xian-Sheng Hua. Query sampling for ranking learning in web search. SIGIR'2009. pp.754~755 Cited By 1[Bibtex]
[124]	Meng Wang, Yan Song, Xian-Sheng Hua. Concept representation based video indexing. SIGIR'2009. pp.654~655 [Bibtex]
[123]	Jinlian Guo, Tao Mei, Falin Liu, Xian-Sheng Hua. AdOn: an intelligent overlay video advertising system. SIGIR'2009. pp.628~629 Cited By 1[Bibtex]
[122]	Dong Liu, Xian-Sheng Hua, Linjun Yang, Meng Wang, Hong-Jiang Zhang. Tag ranking. WWW'2009. pp.351~360 Cited By 29[Bibtex]
[121]	Lei Wu, Linjun Yang, Nenghai Yu, Xian-Sheng Hua. Learning to tag. WWW'2009. pp.361~370 Cited By 21[Bibtex]
[120]	Lusong Li, Tao Mei, Chris Liu, Xian-Sheng Hua. Gamesense. WWW'2009. pp.1097~1098 [Bibtex]
[119]	Meng Wang, Xian-Sheng Hua, Tao Mei, Richang Hong, Guo-Jun Qi, Yan Song, Li-Rong Dai. Semi-supervised kernel density estimation for video annotation. Computer Vision and Image Understanding, 2009: 384~396 Cited By 2[Bibtex]
[118]	Qingshan Liu, Xuelong Li, Ahmed M. Elgammal, Xian-sheng Hua, Dong Xu, Dacheng Tao. Introduction to computer vision and image understanding the special issue on video analysis. Computer Vision and Image Understanding, 2009: 317~318 [Bibtex]
[117]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Hong-Jiang Zhang. Two-Dimensional Multilabel Active Learning with an Efficient Online Adaptation Model for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell., 2009: 1880~1897 Cited By 7[Bibtex]
[116]	Tao Mei, Bo Yang, Shi-Qiang Yang, Xian-Sheng Hua. Video collage: presenting a video sequence using a single image. The Visual Computer, 2009: 39~51 Cited By 6[Bibtex]
[115]	Zheng-Jun Zha, Tao Mei, Jingdong Wang, Zengfu Wang, Xian-Sheng Hua. Graph-based semi-supervised learning with multiple labels. J. Visual Communication and Image Representation, 2009: 97~103 Cited By 4[Bibtex]
[114]	Teng Li, Tao Mei, In-So Kweon, Xian-Sheng Hua. Multi-video synopsis for video representation. Signal Processing, 2009: 2354~2366 [Bibtex]
[113]	Jinhui Tang, Guo-Jun Qi, Meng Wang, Xian-Sheng Hua. Video semantic analysis based on structure-sensitive anisotropic manifold ranking. Signal Processing, 2009: 2313~2323 [Bibtex]
[112]	Xian-Sheng Hua, Meng Wang. Video Content Structure. Theory of Computing Systems, 2009: 3281~3286 [Bibtex]
2008 Top (35)
[111]	Jingdong Wang, Yangqing Jia, Xian-Sheng Hua, Changshui Zhang, Long Quan. Normalized tree partitioning for image segmentation. CVPR'2008. Cited By 1[Bibtex]
[110]	Tao Mei, Yong Wang, Xian-Sheng Hua, Shaogang Gong, Shipeng Li. Coherent image annotation by learning semantic distance. CVPR'2008. Cited By 8[Bibtex]
[109]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Hong-Jiang Zhang. Two-Dimensional Active Learning for image classification. CVPR'2008. Cited By 14[Bibtex]
[108]	Zheng-Jun Zha, Xian-Sheng Hua, Tao Mei, Jingdong Wang, Guo-Jun Qi, Zengfu Wang. Joint multi-label multi-instance learning for image classification. CVPR'2008. Cited By 16[Bibtex]
[107]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Zheng-Jun Zha, Hong-Jiang Zhang. A joint appearance-spatial distance for kernel-based image categorization. CVPR'2008. Cited By 4[Bibtex]
[106]	Yang Hu, Jingdong Wang, Nenghai Yu, Xian-Sheng Hua. Maximum Margin Clustering with Pairwise Constraints. ICDM'2008. pp.253~262 Cited By 4[Bibtex]
[105]	Teng Li, Tao Mei, In-So Kweon, Xian-Sheng Hua. Video^M: Multi-video Synopsis. ICDM Workshops'2008. pp.854~861 [Bibtex]
[104]	Yangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua. Augmented tree partitioning for interactive image segmentation. ICIP'2008. pp.2292~2295 [Bibtex]
[103]	Emily Moxley, Tao Mei, Xian-Sheng Hua, Wei-Ying Ma, B. S. Manjunath. Automatic video annotation through search and mining. ICME'2008. pp.685~688 Cited By 9[Bibtex]
[102]	Linjun Chang, Yichen Yang, Xian-Sheng Hua. Smart video player. ICME'2008. pp.1605~1606 [Bibtex]
[101]	Yuan Liu, Tao Mei, Xian-Sheng Hua, Jinhui Tang, Xiuqing Wu, Shipeng Li. Learning to video search rerank via pseudo preference feedback. ICME'2008. pp.297~300 Cited By 7[Bibtex]
[100]	Xinmei Tian, Linjun Yang, Jingdong Wang, Xiuqing Wu, Xian-Sheng Hua. Transductive video annotation via local learnable kernel classifier. ICME'2008. pp.1509~1512 Cited By 1[Bibtex]
[99]	Jingdong Wang, Xinmei Tian, Linjun Yang, Zheng-Jun Zha, Xian-Sheng Hua. Optimized video scene segmentation. ICME'2008. pp.301~304 [Bibtex]
[98]	Yuan Liu, Tao Mei, Guo-Jun Qi, Xiuqing Wu, Xian-Sheng Hua. Query-independent learning for video search. ICME'2008. pp.1249~1252 Cited By 3[Bibtex]
[97]	Bo Geng, Linjun Yang, Zheng-Jun Zha, Chao Xu, Xian-Sheng Hua. Unbiased active learning for image retrieval. ICME'2008. pp.1325~1328 Cited By 1[Bibtex]
[96]	Zheng-Jun Zha, Tao Mei, Jingdong Wang, Zengfu Wang, Xian-Sheng Hua. Graph-based semi-supervised learning with multi-label. ICME'2008. pp.1321~1324 Cited By 8[Bibtex]
[95]	Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua. Collaborative learning for image and video annotation. Multimedia Information Retrieval'2008. pp.443~450 Cited By 1[Bibtex]
[94]	Yuan Liu, Tao Mei, Xiuqing Wu, Xian-Sheng Hua. Optimizing video search reranking via minimum incremental information loss. Multimedia Information Retrieval'2008. pp.253~259 Cited By 4[Bibtex]
[93]	Jingdong Wang, Yinghai Zhao, Xiuqing Wu, Xian-Sheng Hua. Transductive multi-label learning for video concept detection. Multimedia Information Retrieval'2008. pp.298~304 Cited By 6[Bibtex]
[92]	Lusong Li, Tao Mei, Xian-Sheng Hua, Shipeng Li. ImageSense. ACM Multimedia'2008. pp.1027~1028 Cited By 1[Bibtex]
[91]	Meng Wang, Xian-Sheng Hua. Study on the combination of video concept detectors. ACM Multimedia'2008. pp.647~650 Cited By 4[Bibtex]
[90]	Jimin Jia, Nenghai Yu, Xian-Sheng Hua. Annotating personal albums via web mining. ACM Multimedia'2008. pp.459~468 Cited By 7[Bibtex]
[89]	Lei Wu, Xian-Sheng Hua, Nenghai Yu, Wei-Ying Ma, Shipeng Li. Flickr distance. ACM Multimedia'2008. pp.31~40 Cited By 39[Bibtex]
[88]	Xian-Sheng Hua, Guo-Jun Qi. Online multi-label active annotation: towards large-scale content-based video search. ACM Multimedia'2008. pp.141~150 Cited By 8[Bibtex]
[87]	Tao Mei, Xian-Sheng Hua, Shipeng Li. Contextual in-image advertising. ACM Multimedia'2008. pp.439~448 Cited By 18[Bibtex]
[86]	Yangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua. Finding image exemplars using fast sparse affinity propagation. ACM Multimedia'2008. pp.639~642 Cited By 3[Bibtex]
[85]	Xinmei Tian, Linjun Yang, Jingdong Wang, Yichen Yang, Xiuqing Wu, Xian-Sheng Hua. Bayesian video search reranking. ACM Multimedia'2008. pp.131~140 Cited By 21[Bibtex]
[84]	Zhiwei Gu, Tao Mei, Jinhui Tang, Xiuqing Wu, Xian-Sheng Hua. MILC2: A Multi-Layer Multi-Instance Learning Approach to Video Concept Detection. MMM'2008. pp.24~34 Cited By 5[Bibtex]
[83]	Bo Yang, Tao Mei, Lifeng Sun, Shi-Qiang Yang, Xian-Sheng Hua. Free-Shaped Video Collage. MMM'2008. pp.175~185 Cited By 4[Bibtex]
[82]	Xian-Sheng Hua, Tao Mei, Shipeng Li. When multimedia advertising meets the new Internet era. MMSP'2008. pp.1~5 Cited By 7[Bibtex]
[81]	Tao Mei, Xian-Sheng Hua. Structure and event mining in sports video with efficient mosaic. Multimedia Tools Appl., 2008: 89~110 Cited By 2[Bibtex]
[80]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Tao Mei, Meng Wang, Hong-Jiang Zhang. Correlative multilabel video annotation with temporal kernels. TOMCCAP, 2008. Cited By 83[Bibtex]
[79]	Xian-Sheng Hua, Hong-Jiang Zhang. Media Content Analysis. Scholarpedia, 2008: 3712~3712 [Bibtex]
[78]	Xian-Sheng Hua, Yong Rui. Content-Based Multimedia Retrieval. Wiley Encyclopedia of Computer Science and Engineering, 2008. [Bibtex]
[77]	Tao Mei, Zheng-Jun Zha, Yuan Liu, Meng Wang, Guo-Jun Qi, Xinmei Tian, Jingdong Wang, Linjun Yang, Xian-Sheng Hua. MSRA atT TRECVID 2008: High-Level Feature Extraction and Automatic Search. IJHPCA'2008. [Bibtex]
2007 Top (31)
[76]	Bo Yang, Tao Mei, Xian-Sheng Hua, Linjun Yang, Shi-Qiang Yang, Mingjing Li. Online video recommendation based on multimodal fusion and relevance feedback. CIVR'2007. pp.73~80 Cited By 19[Bibtex]
[75]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Tao Mei, Jinhui Tang, Hong-Jiang Zhang. Concurrent Multiple Instance Learning for Image Categorization. CVPR'2007. Cited By 17[Bibtex]
[74]	Jinhui Tang, Xian-Sheng Hua, Tao Mei, Guo-Jun Qi, Shipeng Li, Xiuqing Wu. Temporally Consistent Gaussian Random Field for Video Semantic Analysis. ICIP (4)'2007. pp.525~528 Cited By 1[Bibtex]
[73]	Meng Wang, Xian-Sheng Hua, Xun Yuan, Yan Song, Li-Rong Dai. Multi-Graph Semi-Supervised Learning for Video Semantic Feature Extraction. ICME'2007. pp.1978~1981 Cited By 2[Bibtex]
[72]	Xun Yuan, Xian-Sheng Hua, Meng Wang, Guo-Jun Qi, Xiuqing Wu. A Novel Multiple Instance Learning Approach for Image Retrieval Based on Adaboost Feature Selection. ICME'2007. pp.1491~1494 Cited By 1[Bibtex]
[71]	Zhiwei Gu, Tao Mei, Xian-Sheng Hua, Xiuqing Wu, Shipeng Li. EMS: Energy Minimization Based Video Scene Segmentation. ICME'2007. pp.520~523 Cited By 4[Bibtex]
[70]	Jinhui Tang, Xian-Sheng Hua, Guo-Jun Qi, Tao Mei, Xiuqing Wu. Anisotropic Manifold Ranking for Video Annotation. ICME'2007. pp.492~495 Cited By 4[Bibtex]
[69]	Jinhui Tang, Xian-Sheng Hua, Guo-Jun Qi, Zhiwei Gu, Xiuqing Wu. Beyond Accuracy: Typicality Ranking for Video Annotation. ICME'2007. pp.647~650 Cited By 4[Bibtex]
[68]	Meng Wang, Xian-Sheng Hua, Yan Song, Richang Hong, Li-Rong Dai. Lazy Learning Based Efficient Video Annotation. ICME'2007. pp.607~610 [Bibtex]
[67]	Guo-Jun Qi, Xian-Sheng Hua, Yan Song, Jinhui Tang, Hong-Jiang Zhang. Transductive Inference with Hierarchical Clustering for Video Annotation. ICME'2007. pp.643~646 Cited By 5[Bibtex]
[66]	Tang Wang, Tao Mei, Xian-Sheng Hua, Xueliang Liu, He-Qin Zhou. Video Collage: A Novel Presentation of Video Sequence. ICME'2007. pp.1479~1482 Cited By 14[Bibtex]
[65]	Meng Wang, Xian-Sheng Hua, Yan Song, Jinhui Tang, Li-Rong Dai. RMulti-Concept Multi-Modality Active Learning for Interactive Video Annotation. ICSC'2007. pp.321~328 Cited By 3[Bibtex]
[64]	Linjun Yang, Jiemin Liu, Xiaokang Yang, Xian-Sheng Hua. Multi-modality web video categorization. Multimedia Information Retrieval'2007. pp.265~274 Cited By 19[Bibtex]
[63]	Zheng-Jun Zha, Tao Mei, Zengfu Wang, Xian-Sheng Hua. Building a comprehensive ontology to refine video concept detection. Multimedia Information Retrieval'2007. pp.227~236 Cited By 14[Bibtex]
[62]	Jinhui Tang, Xian-Sheng Hua, Guo-Jun Qi, Xiuqing Wu. Typicality ranking via semi-supervised multiple-instance learning. ACM Multimedia'2007. pp.297~300 Cited By 7[Bibtex]
[61]	Tao Mei, Linjun Yang, Xian-Sheng Hua, Hao Wei, Shipeng Li. VideoSense: a contextual video advertising system. ACM Multimedia'2007. pp.463~464 Cited By 2[Bibtex]
[60]	Tao Mei, Xian-Sheng Hua, Linjun Yang, Shipeng Li. VideoSense: towards effective online video advertising. ACM Multimedia'2007. pp.1075~1084 Cited By 29[Bibtex]
[59]	Meng Wang, Xian-Sheng Hua, Xun Yuan, Yan Song, Li-Rong Dai. Optimizing multi-graph learning: towards a unified video annotation scheme. ACM Multimedia'2007. pp.862~871 Cited By 19[Bibtex]
[58]	Zheng-Jun Zha, Tao Mei, Xian-Sheng Hua, Guo-Jun Qi, Zengfu Wang. Refining video annotation by exploiting pairwise concurrent relation. ACM Multimedia'2007. pp.345~348 Cited By 4[Bibtex]
[57]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Tao Mei, Hong-Jiang Zhang. Correlative multi-label video annotation. ACM Multimedia'2007. pp.17~26 Cited By 83[Bibtex]
[56]	Xueliang Liu, Tao Mei, Xian-Sheng Hua, Bo Yang, He-Qin Zhou. Video collage. ACM Multimedia'2007. pp.461~462 Cited By 7[Bibtex]
[55]	Zhiwei Gu, Tao Mei, Xian-Sheng Hua, Jinhui Tang, Xiuqing Wu. Multi-layer multi-instance kernel for video concept detection. ACM Multimedia'2007. pp.349~352 Cited By 5[Bibtex]
[54]	Jingjing Liu, Wei Lai, Xian-Sheng Hua, Yalou Huang, Shipeng Li. Video search re-ranking via multi-graph propagation. ACM Multimedia'2007. pp.208~217 Cited By 18[Bibtex]
[53]	Jinhui Tang, Xian-Sheng Hua, Guo-Jun Qi, Meng Wang, Tao Mei, Xiuqing Wu. Structure-sensitive manifold ranking for video concept detection. ACM Multimedia'2007. pp.852~861 Cited By 28[Bibtex]
[52]	Meng Wang, Xian-Sheng Hua, Yan Song, Wei Lai, Li-Rong Dai, Ren-Hua Wang. An Efficient Automatic Video Shot Size Annotation Scheme. MMM (1)'2007. pp.649~658 [Bibtex]
[51]	Lu Liu, Wei Lai, Xian-Sheng Hua, Shi-Qiang Yang. Video Histogram: A Novel Video Signature for Efficient Web Video Duplicate Detection. MMM (2)'2007. pp.94~103 Cited By 11[Bibtex]
[50]	Jinhui Tang, Xian-Sheng Hua, Yan Song, Guo-Jun Qi, Xiuqing Wu. Kernel-Based Linear Neighborhood Propagation for Semantic Video Annotation. PAKDD'2007. pp.793~800 Cited By 1[Bibtex]
[49]	Tao Mei, Bo Yang, Xian-Sheng Hua, Linjun Yang, Shi-Qiang Yang, Shipeng Li. VideoReach: an online video recommendation system. SIGIR'2007. pp.767~768 Cited By 4[Bibtex]
[48]	Tao Mei, Xian-Sheng Hua, Cai-Zhi Zhu, He-Qin Zhou, Shipeng Li. Home Video Visual Quality Assessment With Spatiotemporal Factors. IEEE Trans. Circuits Syst. Video Techn., 2007: 699~706 Cited By 11[Bibtex]
[47]	Tao Mei, Xian-Sheng Hua, He-Qin Zhou, Shipeng Li. Modeling and Mining of Users' Capture Intention for Home Videos. IEEE Transactions on Multimedia, 2007: 66~77 Cited By 8[Bibtex]
[46]	Meng Wang, Xian-Sheng Hua, Tao Mei, Jinhui Tang, Guo-Jun Qi, Yan Song, Li-Rong Dai. Interactive Video Annotation by Multi-Concept Multi-Modality Active Learning. Int. J. Semantic Computing, 2007: 459~477 Cited By 1[Bibtex]
2006 Top (12)
[45]	Meng Wang, Xian-Sheng Hua, Yan Song, Li-Rong Dai, HongJiang Zhang. Semi-Supervised Kernel Regression. ICDM'2006. pp.1130~1135 Cited By 4[Bibtex] [PDF]
[44]	Xun Yuan, Wei Lai, Tao Mei, Xian-Sheng Hua, Xiuqing Wu, Shipeng Li. Automatic Video Genre Categorization using Hierarchical SVM. ICIP'2006. pp.2905~2908 Cited By 22[Bibtex]
[43]	Tao Mei, Bin Wang, Xian-Sheng Hua, He-Qin Zhou, Shipeng Li. Probabilistic Multimodality Fusion for Event based Home Photo Clustering. ICME'2006. pp.1757~1760 Cited By 6[Bibtex]
[42]	Meng Wang, Xian-Sheng Hua, Li-Rong Dai, Yan Song. Enhanced Semi-Supervised Learning for Automatic Video Annotation. ICME'2006. pp.1485~1488 Cited By 3[Bibtex]
[41]	Yan Song, Guo-Jun Qi, Xian-Sheng Hua, Li-Rong Dai, Ren-Hua Wang. Video Annotation by Active Learning and Semi-Supervised Ensembling. ICME'2006. pp.933~936 Cited By 5[Bibtex]
[40]	Meng Wang, Xian-Sheng Hua, Yan Song, Li-Rong Dai, Shipeng Li. Automatic video annotation based on co-adaptation and label correction. ISCAS'2006. [Bibtex]
[39]	Yan Song, Xian-Sheng Hua, Guo-Jun Qi, Li-Rong Dai, Meng Wang, HongJiang Zhang. Efficient semantic annotation method for indexing large personal video database. Multimedia Information Retrieval'2006. pp.289~296 Cited By 2[Bibtex]
[38]	Xun Yuan, Xian-Sheng Hua, Meng Wang, Xiuqing Wu. Manifold-ranking based video concept detection on large database and feature pool. ACM Multimedia'2006. pp.623~626 Cited By 23[Bibtex]
[37]	Meng Wang, Yan Song, Xun Yuan, HongJiang Zhang, Xian-Sheng Hua, Shipeng Li. Automatic video annotation by semi-supervised learning with kernel density estimation. ACM Multimedia'2006. pp.967~976 [Bibtex]
[36]	Jinhui Tang, Yan Song, Xian-Sheng Hua, Tao Mei, Xiuqing Wu. To construct optimal training set for video annotation. ACM Multimedia'2006. pp.89~92 Cited By 8[Bibtex]
[35]	Wei Lai, Xian-Sheng Hua, Wei-Ying Ma. Towards content-based relevance ranking for video search. ACM Multimedia'2006. pp.627~630 Cited By 4[Bibtex]
[34]	Jun Wu, Bo Zhang, Xian-Sheng Hua, Jianwei Zhang. A semi-supervised incremental learning framework for sports video view classification. MMM'2006. [Bibtex]
2005 Top (16)
[33]	Tao Mei, Xian-Sheng Hua, He-Qin Zhou, Shipeng Li, HongJiang Zhang. Efficient video mosaicing based on motion analysis. ICIP (1)'2005. pp.861~864 Cited By 9[Bibtex] [PDF]
[32]	Xian-Sheng Hua, Shipeng Li, Hong-Jiang Zhang. Video booklet. ICME'2005. pp.189~192 Cited By 7[Bibtex]
[31]	Hao-Da Huang, Xian-Sheng Hua, Shipeng Li, Hong-Jiang Zhang. Online End Detection for Live-Broadcast Sports TV Programs. ICME'2005. pp.1322~1325 [Bibtex]
[30]	Xian-Sheng Hua, Shipeng Li, Hong-Jiang Zhang. Camera notes. ICME'2005. pp.666~669 Cited By 2[Bibtex]
[29]	Xian-Sheng Hua, Lie Lu, Hong-Jiang Zhang. Robust learning-based TV commercial detection. ICME'2005. pp.149~152 Cited By 33[Bibtex]
[28]	Yan Song, Xian-Sheng Hua, Li-Rong Dai, Meng Wang. Semi-automatic video annotation based on active learning with multiple complementary predictors. Multimedia Information Retrieval'2005. pp.97~104 [Bibtex]
[27]	Jun Wu, Dayong Ding, Xian-Sheng Hua, Bo Zhang. Tracking concept drifting with an online-optimized incremental learning framework. Multimedia Information Retrieval'2005. pp.33~40 Cited By 4[Bibtex]
[26]	Cai-Zhi Zhu, Xian-Sheng Hua, Tao Mei, Xiuqing Wu. Video booklet: a natural video searching and browsing interface. Multimedia Information Retrieval'2005. pp.113~120 Cited By 1[Bibtex]
[25]	Xian-Sheng Hua, Shipeng Li. Personal media sharing and authoring on the web. ACM Multimedia'2005. pp.375~378 Cited By 10[Bibtex] [PDF]
[24]	Xian-Sheng Hua, Zengzhi Wang, Shipeng Li. LazyCut: content-aware template-based video authoring. ACM Multimedia'2005. pp.792~793 Cited By 7[Bibtex] [PDF]
[23]	Hong-Wen Kang, Xian-Sheng Hua. To learn representativeness of video frames. ACM Multimedia'2005. pp.423~426 Cited By 2[Bibtex]
[22]	Tao Mei, Xian-Sheng Hua. Intention-based home video browsing. ACM Multimedia'2005. pp.221~222 Cited By 3[Bibtex] [PDF]
[21]	Tao Mei, Xian-Sheng Hua, He-Qin Zhou. Tracking users' capture intention: a novel complementary view for home video content analysis. ACM Multimedia'2005. pp.531~534 Cited By 9[Bibtex]
[20]	Tao Mei, Cai-Zhi Zhu, He-Qin Zhou, Xian-Sheng Hua. Spatio-temporal quality assessment for home videos. ACM Multimedia'2005. pp.439~442 Cited By 9[Bibtex] [PDF]
[19]	Cai-Zhi Zhu, Tao Mei, Xian-Sheng Hua. Natural video browsing. ACM Multimedia'2005. pp.265~266 Cited By 4[Bibtex] [PDF]
[18]	Yu-Fei Ma, Xian-Sheng Hua, Lie Lu, HongJiang Zhang. A generic framework of user attention model and its application in video summarization. IEEE Transactions on Multimedia, 2005: 907~919 Cited By 100[Bibtex]
2004 Top (11)
[17]	Xian-Sheng Hua, Xian Chen, HongJiang Zhang. Robust video signature based on ordinal measure. ICIP'2004. pp.685~688 Cited By 61[Bibtex]
[16]	Xian-Sheng Hua, HongJiang Zhang. Content and transformation effect matching for automated home video editing. ICIP'2004. pp.1613~1616 [Bibtex]
[15]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. P-Karaoke: personalized karaoke system. ACM Multimedia'2004. pp.172~173 Cited By 11[Bibtex]
[14]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. Automatic music video generation based on temporal pattern analysis. ACM Multimedia'2004. pp.472~475 Cited By 19[Bibtex]
[13]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. Automatically converting otograic series into video. ACM Multimedia'2004. pp.708~715 [Bibtex]
[12]	Jun Wu, Xian-Sheng Hua, HongJiang Zhang, Bo Zhang. An online-optimized incremental learning framework for video semantic classification. ACM Multimedia'2004. pp.320~323 Cited By 13[Bibtex]
[11]	Xian-Sheng Hua, HongJiang Zhang. An Attention-Based Decision Fusion Scheme for Multimedia Information Retrieval. PCM (2)'2004. pp.1001~1001 Cited By 6[Bibtex]
[10]	Jun Wu, Xian-Sheng Hua, Jianmin Li, Bo Zhang, HongJiang Zhang. An Online Learning Framework for Sports Video View Classification. PCM (2)'2004. pp.289~297 Cited By 3[Bibtex]
[9]	Liexian Gu, Xiaoqing Ding, Xian-Sheng Hua. Online Play Segmentation for Broadcasted American Football TV Programs. PCM (1)'2004. pp.57~64 Cited By 2[Bibtex] [PDF]
[8]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. Optimization-based automated home video editing system. IEEE Trans. Circuits Syst. Video Techn., 2004: 572~583 Cited By 43[Bibtex]
[7]	Xian-Sheng Hua, Liu Wenyin, HongJiang Zhang. An automatic performance evaluation protocol for video text detection algorithms. IEEE Trans. Circuits Syst. Video Techn., 2004: 498~507 Cited By 30[Bibtex]
2003 Top (3)
[6]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. Content based photograph slide show with incidental music. ISCAS (2)'2003. pp.648~651 Cited By 11[Bibtex]
[5]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. AVE: automated home video editing. ACM Multimedia'2003. pp.490~497 Cited By 42[Bibtex]
[4]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. Photo2Video. ACM Multimedia'2003. pp.592~593 Cited By 4[Bibtex] [PDF]
2002 Top (1)
[3]	Xian-Sheng Hua, Pei Yin, HongJiang Zhang. Efficient video text recognition using multiple frame integration. ICIP (2)'2002. pp.397~400 Cited By 39[Bibtex] [PDF]
2001 Top (2)
[2]	Xian-Sheng Hua, Liu Wenyin, HongJiang Zhang. Automatic Performance Evaluation for Video Text Detection. ICDAR'2001. pp.545~550 Cited By 37[Bibtex] [PDF]
[1]	Jie Xi, Xian-Sheng Hua, Xiang-Rong Chen, Liu Wenyin, HongJiang Zhang. A Video Text Detection And Recognition System. ICME'2001. Cited By 41[Bibtex] [PDF]

Object Recognition / Two-View Motion Estimation Fuzzy Decision / Realistic Modeling Knowledge-based data analysis / Medical Costs Gene Expression Analysis / Data Clustering

Object Recognition / Two-View Motion Estimation(137)

Top

[143]	Xinmei Tian, Linjun Yang, Xiuqing Wu, Xian-Sheng Hua. Visual Reranking with Local Learning Consistency. 2010. pp.163~173 [Bibtex]
[142]	Yan Wang, Tao Mei, Jingdong Wang, Xian-Sheng Hua. Dynamic Video Collage. 2010. pp.793~795 [Bibtex]
[141]	Kuiyuan Yang, Meng Wang, Xian-Sheng Hua, Hong-Jiang Zhang. Social Image Search with Diverse Relevance Ranking. 2010. pp.174~184 [Bibtex]
[140]	Bo Geng, Chao Xu, Dacheng Tao, Linjun Yang, Xian-Sheng Hua. Ensemble manifold regularization. 2009. pp.2396~2402 Cited By 1[Bibtex]
[139]	Hao Li, Meng Wang, Xian-Sheng Hua. MSRA-MM 2.0: A Large-Scale Web Multimedia Dataset. 2009. pp.164~169 [Bibtex]
[138]	Zheng-Jun Zha, Tao Mei, Meng Wang, Zengfu Wang, Xian-Sheng Hua. Robust Distance Metric Learning with Auxiliary Knowledge. IJCAI'2009. pp.1327~1332 [Bibtex]
[137]	Hao Xu, Jingdong Wang, Xian-Sheng Hua, Shipeng Li. Tag refinement by regularized LDA. ACM Multimedia'2009. pp.573~576 Cited By 3[Bibtex]
[136]	Lin-Xie Tang, Tao Mei, Xian-Sheng Hua. Near-lossless video summarization. ACM Multimedia'2009. pp.351~360 Cited By 1[Bibtex]
[135]	Lin-Xie Tang, Tao Mei, Xian-Sheng Hua. NLVS: a near-lossless video summarization system. ACM Multimedia'2009. pp.1049~1052 Cited By 1[Bibtex]
[134]	Dong Liu, Meng Wang, Xian-Sheng Hua, Hong-Jiang Zhang. Smart batch tagging of photo albums. ACM Multimedia'2009. pp.809~812 [Bibtex]
[133]	Guo-Jun Qi, Xian-Sheng Hua, Hong-Jiang Zhang. Learning semantic distance from community-tagged media collection. ACM Multimedia'2009. pp.243~252 Cited By 1[Bibtex]
[132]	Yuan Liu, Tao Mei, Jinhui Tang, Xiuqing Wu, Xian-Sheng Hua. Graph-Based Pairwise Learning to Rank for Video Search. MMM'2009. pp.175~184 [Bibtex]
[131]	Dong Liu, Xian-Sheng Hua, Linjun Yang, Hong-Jiang Zhang. Multiple-Instance Active Learning for Image Categorization. MMM'2009. pp.239~249 Cited By 1[Bibtex]
[130]	Yong Wang, Tao Mei, Shaogang Gong, Xian-Sheng Hua. Combining global, regional and contextual features for automatic image annotation. Pattern Recognition, 2009: 259~266 Cited By 4[Bibtex]
[129]	Yuan Liu, Tao Mei, Xian-Sheng Hua. CrowdReranking: exploring multiple search engines for visual search reranking. SIGIR'2009. pp.500~507 Cited By 4[Bibtex]
[128]	Meng Wang, Yan Song, Xian-Sheng Hua. Concept representation based video indexing. SIGIR'2009. pp.654~655 [Bibtex]
[127]	Jinlian Guo, Tao Mei, Falin Liu, Xian-Sheng Hua. AdOn: an intelligent overlay video advertising system. SIGIR'2009. pp.628~629 Cited By 1[Bibtex]
[126]	Dong Liu, Xian-Sheng Hua, Linjun Yang, Meng Wang, Hong-Jiang Zhang. Tag ranking. WWW'2009. pp.351~360 Cited By 29[Bibtex]
[125]	Lei Wu, Linjun Yang, Nenghai Yu, Xian-Sheng Hua. Learning to tag. WWW'2009. pp.361~370 Cited By 21[Bibtex]
[124]	Lusong Li, Tao Mei, Chris Liu, Xian-Sheng Hua. Gamesense. WWW'2009. pp.1097~1098 [Bibtex]
[123]	Meng Wang, Xian-Sheng Hua, Tao Mei, Richang Hong, Guo-Jun Qi, Yan Song, Li-Rong Dai. Semi-supervised kernel density estimation for video annotation. Computer Vision and Image Understanding, 2009: 384~396 Cited By 2[Bibtex]
[122]	Qingshan Liu, Xuelong Li, Ahmed M. Elgammal, Xian-sheng Hua, Dong Xu, Dacheng Tao. Introduction to computer vision and image understanding the special issue on video analysis. Computer Vision and Image Understanding, 2009: 317~318 [Bibtex]
[121]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Hong-Jiang Zhang. Two-Dimensional Multilabel Active Learning with an Efficient Online Adaptation Model for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell., 2009: 1880~1897 Cited By 7[Bibtex]
[120]	Tao Mei, Bo Yang, Shi-Qiang Yang, Xian-Sheng Hua. Video collage: presenting a video sequence using a single image. The Visual Computer, 2009: 39~51 Cited By 6[Bibtex]
[119]	Zheng-Jun Zha, Tao Mei, Jingdong Wang, Zengfu Wang, Xian-Sheng Hua. Graph-based semi-supervised learning with multiple labels. J. Visual Communication and Image Representation, 2009: 97~103 Cited By 4[Bibtex]
[118]	Teng Li, Tao Mei, In-So Kweon, Xian-Sheng Hua. Multi-video synopsis for video representation. Signal Processing, 2009: 2354~2366 [Bibtex]
[117]	Jinhui Tang, Guo-Jun Qi, Meng Wang, Xian-Sheng Hua. Video semantic analysis based on structure-sensitive anisotropic manifold ranking. Signal Processing, 2009: 2313~2323 [Bibtex]
[116]	Xian-Sheng Hua, Meng Wang. Video Content Structure. Theory of Computing Systems, 2009: 3281~3286 [Bibtex]
[115]	Jingdong Wang, Yangqing Jia, Xian-Sheng Hua, Changshui Zhang, Long Quan. Normalized tree partitioning for image segmentation. CVPR'2008. Cited By 1[Bibtex]
[114]	Tao Mei, Yong Wang, Xian-Sheng Hua, Shaogang Gong, Shipeng Li. Coherent image annotation by learning semantic distance. CVPR'2008. Cited By 8[Bibtex]
[113]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Hong-Jiang Zhang. Two-Dimensional Active Learning for image classification. CVPR'2008. Cited By 14[Bibtex]
[112]	Zheng-Jun Zha, Xian-Sheng Hua, Tao Mei, Jingdong Wang, Guo-Jun Qi, Zengfu Wang. Joint multi-label multi-instance learning for image classification. CVPR'2008. Cited By 16[Bibtex]
[111]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Zheng-Jun Zha, Hong-Jiang Zhang. A joint appearance-spatial distance for kernel-based image categorization. CVPR'2008. Cited By 4[Bibtex]
[110]	Yang Hu, Jingdong Wang, Nenghai Yu, Xian-Sheng Hua. Maximum Margin Clustering with Pairwise Constraints. ICDM'2008. pp.253~262 Cited By 4[Bibtex]
[109]	Teng Li, Tao Mei, In-So Kweon, Xian-Sheng Hua. Video^M: Multi-video Synopsis. ICDM Workshops'2008. pp.854~861 [Bibtex]
[108]	Yangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua. Augmented tree partitioning for interactive image segmentation. ICIP'2008. pp.2292~2295 [Bibtex]
[107]	Emily Moxley, Tao Mei, Xian-Sheng Hua, Wei-Ying Ma, B. S. Manjunath. Automatic video annotation through search and mining. ICME'2008. pp.685~688 Cited By 9[Bibtex]
[106]	Linjun Chang, Yichen Yang, Xian-Sheng Hua. Smart video player. ICME'2008. pp.1605~1606 [Bibtex]
[105]	Yuan Liu, Tao Mei, Xian-Sheng Hua, Jinhui Tang, Xiuqing Wu, Shipeng Li. Learning to video search rerank via pseudo preference feedback. ICME'2008. pp.297~300 Cited By 7[Bibtex]
[104]	Xinmei Tian, Linjun Yang, Jingdong Wang, Xiuqing Wu, Xian-Sheng Hua. Transductive video annotation via local learnable kernel classifier. ICME'2008. pp.1509~1512 Cited By 1[Bibtex]
[103]	Jingdong Wang, Xinmei Tian, Linjun Yang, Zheng-Jun Zha, Xian-Sheng Hua. Optimized video scene segmentation. ICME'2008. pp.301~304 [Bibtex]
[102]	Yuan Liu, Tao Mei, Guo-Jun Qi, Xiuqing Wu, Xian-Sheng Hua. Query-independent learning for video search. ICME'2008. pp.1249~1252 Cited By 3[Bibtex]
[101]	Zheng-Jun Zha, Tao Mei, Jingdong Wang, Zengfu Wang, Xian-Sheng Hua. Graph-based semi-supervised learning with multi-label. ICME'2008. pp.1321~1324 Cited By 8[Bibtex]
[100]	Yuan Liu, Tao Mei, Xiuqing Wu, Xian-Sheng Hua. Optimizing video search reranking via minimum incremental information loss. Multimedia Information Retrieval'2008. pp.253~259 Cited By 4[Bibtex]
[99]	Jingdong Wang, Yinghai Zhao, Xiuqing Wu, Xian-Sheng Hua. Transductive multi-label learning for video concept detection. Multimedia Information Retrieval'2008. pp.298~304 Cited By 6[Bibtex]
[98]	Lusong Li, Tao Mei, Xian-Sheng Hua, Shipeng Li. ImageSense. ACM Multimedia'2008. pp.1027~1028 Cited By 1[Bibtex]
[97]	Meng Wang, Xian-Sheng Hua. Study on the combination of video concept detectors. ACM Multimedia'2008. pp.647~650 Cited By 4[Bibtex]
[96]	Jimin Jia, Nenghai Yu, Xian-Sheng Hua. Annotating personal albums via web mining. ACM Multimedia'2008. pp.459~468 Cited By 7[Bibtex]
[95]	Lei Wu, Xian-Sheng Hua, Nenghai Yu, Wei-Ying Ma, Shipeng Li. Flickr distance. ACM Multimedia'2008. pp.31~40 Cited By 39[Bibtex]
[94]	Xian-Sheng Hua, Guo-Jun Qi. Online multi-label active annotation: towards large-scale content-based video search. ACM Multimedia'2008. pp.141~150 Cited By 8[Bibtex]
[93]	Tao Mei, Xian-Sheng Hua, Shipeng Li. Contextual in-image advertising. ACM Multimedia'2008. pp.439~448 Cited By 18[Bibtex]
[92]	Yangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua. Finding image exemplars using fast sparse affinity propagation. ACM Multimedia'2008. pp.639~642 Cited By 3[Bibtex]
[91]	Xinmei Tian, Linjun Yang, Jingdong Wang, Yichen Yang, Xiuqing Wu, Xian-Sheng Hua. Bayesian video search reranking. ACM Multimedia'2008. pp.131~140 Cited By 21[Bibtex]
[90]	Zhiwei Gu, Tao Mei, Jinhui Tang, Xiuqing Wu, Xian-Sheng Hua. MILC2: A Multi-Layer Multi-Instance Learning Approach to Video Concept Detection. MMM'2008. pp.24~34 Cited By 5[Bibtex]
[89]	Bo Yang, Tao Mei, Lifeng Sun, Shi-Qiang Yang, Xian-Sheng Hua. Free-Shaped Video Collage. MMM'2008. pp.175~185 Cited By 4[Bibtex]
[88]	Xian-Sheng Hua, Tao Mei, Shipeng Li. When multimedia advertising meets the new Internet era. MMSP'2008. pp.1~5 Cited By 7[Bibtex]
[87]	Tao Mei, Xian-Sheng Hua. Structure and event mining in sports video with efficient mosaic. Multimedia Tools Appl., 2008: 89~110 Cited By 2[Bibtex]
[86]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Tao Mei, Meng Wang, Hong-Jiang Zhang. Correlative multilabel video annotation with temporal kernels. TOMCCAP, 2008. Cited By 83[Bibtex]
[85]	Xian-Sheng Hua, Hong-Jiang Zhang. Media Content Analysis. Scholarpedia, 2008: 3712~3712 [Bibtex]
[84]	Xian-Sheng Hua, Yong Rui. Content-Based Multimedia Retrieval. Wiley Encyclopedia of Computer Science and Engineering, 2008. [Bibtex]
[83]	Tao Mei, Zheng-Jun Zha, Yuan Liu, Meng Wang, Guo-Jun Qi, Xinmei Tian, Jingdong Wang, Linjun Yang, Xian-Sheng Hua. MSRA atT TRECVID 2008: High-Level Feature Extraction and Automatic Search. IJHPCA'2008. [Bibtex]
[82]	Bo Yang, Tao Mei, Xian-Sheng Hua, Linjun Yang, Shi-Qiang Yang, Mingjing Li. Online video recommendation based on multimodal fusion and relevance feedback. CIVR'2007. pp.73~80 Cited By 19[Bibtex]
[81]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Tao Mei, Jinhui Tang, Hong-Jiang Zhang. Concurrent Multiple Instance Learning for Image Categorization. CVPR'2007. Cited By 17[Bibtex]
[80]	Jinhui Tang, Xian-Sheng Hua, Tao Mei, Guo-Jun Qi, Shipeng Li, Xiuqing Wu. Temporally Consistent Gaussian Random Field for Video Semantic Analysis. ICIP (4)'2007. pp.525~528 Cited By 1[Bibtex]
[79]	Meng Wang, Xian-Sheng Hua, Xun Yuan, Yan Song, Li-Rong Dai. Multi-Graph Semi-Supervised Learning for Video Semantic Feature Extraction. ICME'2007. pp.1978~1981 Cited By 2[Bibtex]
[78]	Xun Yuan, Xian-Sheng Hua, Meng Wang, Guo-Jun Qi, Xiuqing Wu. A Novel Multiple Instance Learning Approach for Image Retrieval Based on Adaboost Feature Selection. ICME'2007. pp.1491~1494 Cited By 1[Bibtex]
[77]	Zhiwei Gu, Tao Mei, Xian-Sheng Hua, Xiuqing Wu, Shipeng Li. EMS: Energy Minimization Based Video Scene Segmentation. ICME'2007. pp.520~523 Cited By 4[Bibtex]
[76]	Jinhui Tang, Xian-Sheng Hua, Guo-Jun Qi, Tao Mei, Xiuqing Wu. Anisotropic Manifold Ranking for Video Annotation. ICME'2007. pp.492~495 Cited By 4[Bibtex]
[75]	Jinhui Tang, Xian-Sheng Hua, Guo-Jun Qi, Zhiwei Gu, Xiuqing Wu. Beyond Accuracy: Typicality Ranking for Video Annotation. ICME'2007. pp.647~650 Cited By 4[Bibtex]
[74]	Meng Wang, Xian-Sheng Hua, Yan Song, Richang Hong, Li-Rong Dai. Lazy Learning Based Efficient Video Annotation. ICME'2007. pp.607~610 [Bibtex]
[73]	Guo-Jun Qi, Xian-Sheng Hua, Yan Song, Jinhui Tang, Hong-Jiang Zhang. Transductive Inference with Hierarchical Clustering for Video Annotation. ICME'2007. pp.643~646 Cited By 5[Bibtex]
[72]	Tang Wang, Tao Mei, Xian-Sheng Hua, Xueliang Liu, He-Qin Zhou. Video Collage: A Novel Presentation of Video Sequence. ICME'2007. pp.1479~1482 Cited By 14[Bibtex]
[71]	Meng Wang, Xian-Sheng Hua, Yan Song, Jinhui Tang, Li-Rong Dai. RMulti-Concept Multi-Modality Active Learning for Interactive Video Annotation. ICSC'2007. pp.321~328 Cited By 3[Bibtex]
[70]	Linjun Yang, Jiemin Liu, Xiaokang Yang, Xian-Sheng Hua. Multi-modality web video categorization. Multimedia Information Retrieval'2007. pp.265~274 Cited By 19[Bibtex]
[69]	Zheng-Jun Zha, Tao Mei, Zengfu Wang, Xian-Sheng Hua. Building a comprehensive ontology to refine video concept detection. Multimedia Information Retrieval'2007. pp.227~236 Cited By 14[Bibtex]
[68]	Jinhui Tang, Xian-Sheng Hua, Guo-Jun Qi, Xiuqing Wu. Typicality ranking via semi-supervised multiple-instance learning. ACM Multimedia'2007. pp.297~300 Cited By 7[Bibtex]
[67]	Tao Mei, Linjun Yang, Xian-Sheng Hua, Hao Wei, Shipeng Li. VideoSense: a contextual video advertising system. ACM Multimedia'2007. pp.463~464 Cited By 2[Bibtex]
[66]	Tao Mei, Xian-Sheng Hua, Linjun Yang, Shipeng Li. VideoSense: towards effective online video advertising. ACM Multimedia'2007. pp.1075~1084 Cited By 29[Bibtex]
[65]	Meng Wang, Xian-Sheng Hua, Xun Yuan, Yan Song, Li-Rong Dai. Optimizing multi-graph learning: towards a unified video annotation scheme. ACM Multimedia'2007. pp.862~871 Cited By 19[Bibtex]
[64]	Zheng-Jun Zha, Tao Mei, Xian-Sheng Hua, Guo-Jun Qi, Zengfu Wang. Refining video annotation by exploiting pairwise concurrent relation. ACM Multimedia'2007. pp.345~348 Cited By 4[Bibtex]
[63]	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Tao Mei, Hong-Jiang Zhang. Correlative multi-label video annotation. ACM Multimedia'2007. pp.17~26 Cited By 83[Bibtex]
[62]	Xueliang Liu, Tao Mei, Xian-Sheng Hua, Bo Yang, He-Qin Zhou. Video collage. ACM Multimedia'2007. pp.461~462 Cited By 7[Bibtex]
[61]	Zhiwei Gu, Tao Mei, Xian-Sheng Hua, Jinhui Tang, Xiuqing Wu. Multi-layer multi-instance kernel for video concept detection. ACM Multimedia'2007. pp.349~352 Cited By 5[Bibtex]
[60]	Jingjing Liu, Wei Lai, Xian-Sheng Hua, Yalou Huang, Shipeng Li. Video search re-ranking via multi-graph propagation. ACM Multimedia'2007. pp.208~217 Cited By 18[Bibtex]
[59]	Jinhui Tang, Xian-Sheng Hua, Guo-Jun Qi, Meng Wang, Tao Mei, Xiuqing Wu. Structure-sensitive manifold ranking for video concept detection. ACM Multimedia'2007. pp.852~861 Cited By 28[Bibtex]
[58]	Meng Wang, Xian-Sheng Hua, Yan Song, Wei Lai, Li-Rong Dai, Ren-Hua Wang. An Efficient Automatic Video Shot Size Annotation Scheme. MMM (1)'2007. pp.649~658 [Bibtex]
[57]	Lu Liu, Wei Lai, Xian-Sheng Hua, Shi-Qiang Yang. Video Histogram: A Novel Video Signature for Efficient Web Video Duplicate Detection. MMM (2)'2007. pp.94~103 Cited By 11[Bibtex]
[56]	Jinhui Tang, Xian-Sheng Hua, Yan Song, Guo-Jun Qi, Xiuqing Wu. Kernel-Based Linear Neighborhood Propagation for Semantic Video Annotation. PAKDD'2007. pp.793~800 Cited By 1[Bibtex]
[55]	Tao Mei, Bo Yang, Xian-Sheng Hua, Linjun Yang, Shi-Qiang Yang, Shipeng Li. VideoReach: an online video recommendation system. SIGIR'2007. pp.767~768 Cited By 4[Bibtex]
[54]	Tao Mei, Xian-Sheng Hua, Cai-Zhi Zhu, He-Qin Zhou, Shipeng Li. Home Video Visual Quality Assessment With Spatiotemporal Factors. IEEE Trans. Circuits Syst. Video Techn., 2007: 699~706 Cited By 11[Bibtex]
[53]	Tao Mei, Xian-Sheng Hua, He-Qin Zhou, Shipeng Li. Modeling and Mining of Users' Capture Intention for Home Videos. IEEE Transactions on Multimedia, 2007: 66~77 Cited By 8[Bibtex]
[52]	Meng Wang, Xian-Sheng Hua, Tao Mei, Jinhui Tang, Guo-Jun Qi, Yan Song, Li-Rong Dai. Interactive Video Annotation by Multi-Concept Multi-Modality Active Learning. Int. J. Semantic Computing, 2007: 459~477 Cited By 1[Bibtex]
[51]	Meng Wang, Xian-Sheng Hua, Yan Song, Li-Rong Dai, HongJiang Zhang. Semi-Supervised Kernel Regression. ICDM'2006. pp.1130~1135 Cited By 4[Bibtex] [PDF]
[50]	Xun Yuan, Wei Lai, Tao Mei, Xian-Sheng Hua, Xiuqing Wu, Shipeng Li. Automatic Video Genre Categorization using Hierarchical SVM. ICIP'2006. pp.2905~2908 Cited By 22[Bibtex]
[49]	Tao Mei, Bin Wang, Xian-Sheng Hua, He-Qin Zhou, Shipeng Li. Probabilistic Multimodality Fusion for Event based Home Photo Clustering. ICME'2006. pp.1757~1760 Cited By 6[Bibtex]
[48]	Meng Wang, Xian-Sheng Hua, Li-Rong Dai, Yan Song. Enhanced Semi-Supervised Learning for Automatic Video Annotation. ICME'2006. pp.1485~1488 Cited By 3[Bibtex]
[47]	Yan Song, Guo-Jun Qi, Xian-Sheng Hua, Li-Rong Dai, Ren-Hua Wang. Video Annotation by Active Learning and Semi-Supervised Ensembling. ICME'2006. pp.933~936 Cited By 5[Bibtex]
[46]	Meng Wang, Xian-Sheng Hua, Yan Song, Li-Rong Dai, Shipeng Li. Automatic video annotation based on co-adaptation and label correction. ISCAS'2006. [Bibtex]
[45]	Yan Song, Xian-Sheng Hua, Guo-Jun Qi, Li-Rong Dai, Meng Wang, HongJiang Zhang. Efficient semantic annotation method for indexing large personal video database. Multimedia Information Retrieval'2006. pp.289~296 Cited By 2[Bibtex]
[44]	Xun Yuan, Xian-Sheng Hua, Meng Wang, Xiuqing Wu. Manifold-ranking based video concept detection on large database and feature pool. ACM Multimedia'2006. pp.623~626 Cited By 23[Bibtex]
[43]	Meng Wang, Yan Song, Xun Yuan, HongJiang Zhang, Xian-Sheng Hua, Shipeng Li. Automatic video annotation by semi-supervised learning with kernel density estimation. ACM Multimedia'2006. pp.967~976 [Bibtex]
[42]	Jinhui Tang, Yan Song, Xian-Sheng Hua, Tao Mei, Xiuqing Wu. To construct optimal training set for video annotation. ACM Multimedia'2006. pp.89~92 Cited By 8[Bibtex]
[41]	Wei Lai, Xian-Sheng Hua, Wei-Ying Ma. Towards content-based relevance ranking for video search. ACM Multimedia'2006. pp.627~630 Cited By 4[Bibtex]
[40]	Jun Wu, Bo Zhang, Xian-Sheng Hua, Jianwei Zhang. A semi-supervised incremental learning framework for sports video view classification. MMM'2006. [Bibtex]
[39]	Tao Mei, Xian-Sheng Hua, He-Qin Zhou, Shipeng Li, HongJiang Zhang. Efficient video mosaicing based on motion analysis. ICIP (1)'2005. pp.861~864 Cited By 9[Bibtex] [PDF]
[38]	Xian-Sheng Hua, Shipeng Li, Hong-Jiang Zhang. Video booklet. ICME'2005. pp.189~192 Cited By 7[Bibtex]
[37]	Hao-Da Huang, Xian-Sheng Hua, Shipeng Li, Hong-Jiang Zhang. Online End Detection for Live-Broadcast Sports TV Programs. ICME'2005. pp.1322~1325 [Bibtex]
[36]	Xian-Sheng Hua, Shipeng Li, Hong-Jiang Zhang. Camera notes. ICME'2005. pp.666~669 Cited By 2[Bibtex]
[35]	Xian-Sheng Hua, Lie Lu, Hong-Jiang Zhang. Robust learning-based TV commercial detection. ICME'2005. pp.149~152 Cited By 33[Bibtex]
[34]	Yan Song, Xian-Sheng Hua, Li-Rong Dai, Meng Wang. Semi-automatic video annotation based on active learning with multiple complementary predictors. Multimedia Information Retrieval'2005. pp.97~104 [Bibtex]
[33]	Jun Wu, Dayong Ding, Xian-Sheng Hua, Bo Zhang. Tracking concept drifting with an online-optimized incremental learning framework. Multimedia Information Retrieval'2005. pp.33~40 Cited By 4[Bibtex]
[32]	Cai-Zhi Zhu, Xian-Sheng Hua, Tao Mei, Xiuqing Wu. Video booklet: a natural video searching and browsing interface. Multimedia Information Retrieval'2005. pp.113~120 Cited By 1[Bibtex]
[31]	Xian-Sheng Hua, Shipeng Li. Personal media sharing and authoring on the web. ACM Multimedia'2005. pp.375~378 Cited By 10[Bibtex] [PDF]
[30]	Xian-Sheng Hua, Zengzhi Wang, Shipeng Li. LazyCut: content-aware template-based video authoring. ACM Multimedia'2005. pp.792~793 Cited By 7[Bibtex] [PDF]
[29]	Hong-Wen Kang, Xian-Sheng Hua. To learn representativeness of video frames. ACM Multimedia'2005. pp.423~426 Cited By 2[Bibtex]
[28]	Tao Mei, Xian-Sheng Hua. Intention-based home video browsing. ACM Multimedia'2005. pp.221~222 Cited By 3[Bibtex] [PDF]
[27]	Tao Mei, Xian-Sheng Hua, He-Qin Zhou. Tracking users' capture intention: a novel complementary view for home video content analysis. ACM Multimedia'2005. pp.531~534 Cited By 9[Bibtex]
[26]	Tao Mei, Cai-Zhi Zhu, He-Qin Zhou, Xian-Sheng Hua. Spatio-temporal quality assessment for home videos. ACM Multimedia'2005. pp.439~442 Cited By 9[Bibtex] [PDF]
[25]	Cai-Zhi Zhu, Tao Mei, Xian-Sheng Hua. Natural video browsing. ACM Multimedia'2005. pp.265~266 Cited By 4[Bibtex] [PDF]
[24]	Yu-Fei Ma, Xian-Sheng Hua, Lie Lu, HongJiang Zhang. A generic framework of user attention model and its application in video summarization. IEEE Transactions on Multimedia, 2005: 907~919 Cited By 100[Bibtex]
[23]	Xian-Sheng Hua, Xian Chen, HongJiang Zhang. Robust video signature based on ordinal measure. ICIP'2004. pp.685~688 Cited By 61[Bibtex]
[22]	Xian-Sheng Hua, HongJiang Zhang. Content and transformation effect matching for automated home video editing. ICIP'2004. pp.1613~1616 [Bibtex]
[21]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. P-Karaoke: personalized karaoke system. ACM Multimedia'2004. pp.172~173 Cited By 11[Bibtex]
[20]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. Automatic music video generation based on temporal pattern analysis. ACM Multimedia'2004. pp.472~475 Cited By 19[Bibtex]
[19]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. Automatically converting otograic series into video. ACM Multimedia'2004. pp.708~715 [Bibtex]
[18]	Jun Wu, Xian-Sheng Hua, HongJiang Zhang, Bo Zhang. An online-optimized incremental learning framework for video semantic classification. ACM Multimedia'2004. pp.320~323 Cited By 13[Bibtex]
[17]	Xian-Sheng Hua, HongJiang Zhang. An Attention-Based Decision Fusion Scheme for Multimedia Information Retrieval. PCM (2)'2004. pp.1001~1001 Cited By 6[Bibtex]
[16]	Jun Wu, Xian-Sheng Hua, Jianmin Li, Bo Zhang, HongJiang Zhang. An Online Learning Framework for Sports Video View Classification. PCM (2)'2004. pp.289~297 Cited By 3[Bibtex]
[15]	Liexian Gu, Xiaoqing Ding, Xian-Sheng Hua. Online Play Segmentation for Broadcasted American Football TV Programs. PCM (1)'2004. pp.57~64 Cited By 2[Bibtex] [PDF]
[14]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. Optimization-based automated home video editing system. IEEE Trans. Circuits Syst. Video Techn., 2004: 572~583 Cited By 43[Bibtex]
[13]	Xian-Sheng Hua, Liu Wenyin, HongJiang Zhang. An automatic performance evaluation protocol for video text detection algorithms. IEEE Trans. Circuits Syst. Video Techn., 2004: 498~507 Cited By 30[Bibtex]
[12]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. Content based photograph slide show with incidental music. ISCAS (2)'2003. pp.648~651 Cited By 11[Bibtex]
[11]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. AVE: automated home video editing. ACM Multimedia'2003. pp.490~497 Cited By 42[Bibtex]
[10]	Xian-Sheng Hua, Lie Lu, HongJiang Zhang. Photo2Video. ACM Multimedia'2003. pp.592~593 Cited By 4[Bibtex] [PDF]
[9]	Xian-Sheng Hua, Pei Yin, HongJiang Zhang. Efficient video text recognition using multiple frame integration. ICIP (2)'2002. pp.397~400 Cited By 39[Bibtex] [PDF]
[8]	Xian-Sheng Hua, Liu Wenyin, HongJiang Zhang. Automatic Performance Evaluation for Video Text Detection. ICDAR'2001. pp.545~550 Cited By 37[Bibtex] [PDF]
[7]	Jie Xi, Xian-Sheng Hua, Xiang-Rong Chen, Liu Wenyin, HongJiang Zhang. A Video Text Detection And Recognition System. ICME'2001. Cited By 41[Bibtex] [PDF]

Fuzzy Decision / Realistic Modeling(2)

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[6]	Meng Wang, Bo Liu, Xian-Sheng Hua. Accessible image search. ACM Multimedia'2009. pp.291~300 [Bibtex]
[5]	Meng Wang, Bo Liu, Linjun Yang, Xian-Sheng Hua. Accommodating colorblind users in image search. SIGIR'2009. pp.839~839 [Bibtex]

Knowledge-based data analysis / Medical Costs(3)

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[4]	Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua. Ranking model adaptation for domain-specific search. CIKM'2009. pp.197~206 Cited By 1[Bibtex]
[3]	Bo Geng, Linjun Yang, Zheng-Jun Zha, Chao Xu, Xian-Sheng Hua. Unbiased active learning for image retrieval. ICME'2008. pp.1325~1328 Cited By 1[Bibtex]
[2]	Bo Geng, Linjun Yang, Chao Xu, Xian-Sheng Hua. Collaborative learning for image and video annotation. Multimedia Information Retrieval'2008. pp.443~450 Cited By 1[Bibtex]

Gene Expression Analysis / Data Clustering(1)

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[1]	Linjun Yang, Li Wang, Bo Geng, Xian-Sheng Hua. Query sampling for ranking learning in web search. SIGIR'2009. pp.754~755 Cited By 1[Bibtex]