Multimedia Advertising (Video and Image Advertising)

• Tao Mei, Ruofei (Bruce) Zhang, Xian-Sheng Hua. "Internet Multimedia Advertising: Techniques and Technologies," ACM International Conference on Multimedia (ACM MM), pp. 627, Arizona, USA, Nov. 2011. [PDF] [Slides]
• Tao Mei, Xian-Sheng Hua. "Contextual Internet Multimedia Advertising," Proceedings of the IEEE, Special Issue on Internet Vision. [PDF] (with 120+ references)
• Tao Mei, Lusong Li *, Xian-Sheng Hua, Shipeng Li. “ImageSense: Towards Contextual Image Advertising,” ACM Trans. on Multimedia Computing, Communications, and Applications, 2012. [PDF]
• Tao Mei, Jinlian Guo *, Xian-Sheng Hua, Falin Liu. "AdOn: Toward Contextual Overlay In-Video Advertising," ACM/Springer Multimedia Systems, 2010. [PDF]
• Tao Mei, Xian-Sheng Hua, Shipeng Li. "VideoSense: A Contextual In-Video Advertising System," IEEE Trans. on Circuits and Systems for Video Technology, Vol. 19, No. 12, pp. 1866-1879, Dec. 2009. [PDF]
• Tao Mei, Xian-Sheng Hua, Shipeng Li. "Contextual In-Image Advertising," ACM International Conference on Multimedia, pp. 439-448, Vancouver, Canada, Oct. 2008. (full paper) [PDF]
• Tao Mei, Xian-Sheng Hua, Linjun Yang, Shipeng Li. "VideoSense - Towards Effective Online Video Advertising," ACM International Conference on Multimedia, pp. 1075-1084, Augsburg, Germany, Sept. 2007. (full paper) [PDF]
• Xian-Sheng Hua, Tao Mei, Shipeng Li. "When Multimedia Advertising Meets the New Internet Era," IEEE International Workshop on Multimedia Signal Processing, pp. 1-5, Cairns, Queensland, Australia, Oct. 2008. [PDF] (Best poster paper award)
• Lusong Li *, Tao Mei, Xian-Sheng Hua. "GameSense: Game-like In-Image Advertising," Multimedia Tools and Applications, Oct. 2009. [PDF]
• Teng Li, Tao Mei, In-So Kweon, Xian-Sheng Hua. "Multi-Video Synopsis for Video Representation," Signal Processing, 89: 2354-2366, 2009. [PDF]

Mobile Media Computing (Search | Recommendation | Location-based Services)

• Jitao Sang *, Tao Mei, Jian-Tao Sun, Changsheng Xu, et al. "Probabilistic Sequential POIs Recommendation via Check-In Data," Proc. of ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS), California, USA, Nov. 2012.
• Houqiang Li, Yang Wang *, Tao Mei, Jingdong Wang, Shipeng Li. "Interactive Multimodal Visual Search on Mobile Device," Accepted by IEEE Trans. on Multimedia, 2012. [PDF]
• Heng Liu *, Tao Mei, Jiebo Luo, Houqiang Li, Shipeng Li. “Finding Perfect Rendezvous On the Go: Accurate Mobile Visual Localization and Its Applications to Routing,” Proc. of ACM International Conference on Multimedia (ACM MM), Nara, Japan, 2012. (full paper, 20% acceptance rate) (Best Paper Candidate)
• Yue Wu *, Shiyang Lu *, Tao Mei, Jian Zhang, Shipeng Li. “Local Visual Words Coding for Low Bit Rate Mobile Visual Search,” Proc. of ACM International Conference on Multimedia (ACM MM), Nara, Japan, 2012.
• Wenyuan Yin *, Tao Mei, Chang Wen Chen. “Assessing Photo Quality with Geo-context and Crowdsourced Photos,” Proc. of Visual Communications and Image Processing Conference (VCIP), 2012. (Best Student Paper Award)
• Shiyang Lu *, Tao Mei, Jingdong Wang, Jian Zhang, Zhiyong Wang, David D. Feng, Jian-Tao Sun, Shipeng Li. “Browse-to-Search,” Proc. of ACM International Conference on Multimedia (ACM MM), Nara, Japan, 2012. (Tech Demo)
• Ning Zhang *, Tao Mei, Xian-Sheng Hua, Ling Guan, Shipeng Li. “Interactive Mobile Visual Search for Social Activities Completion Using Query Image Contextual Model,” Proc. of IEEE International Workshop on Multimedia Signal Processing (MMSP), 2012. (Top 10% Paper Award)
• Wenyuan Yin *, Tao Mei, Chang Wen Chen. "Crowd-sourced Learning to Photograph via Mobile Devices," In Proceedings of IEEE International Conference on Multimedia & Expo (ICME), July 2012. (oral, 15% acceptance rate) [PDF]
• Yang Wang *, Tao Mei, Jingdong Wang, Houqiang Li, Shipeng Li. “JIGSAW: Interactive Mobile Visual Search with Multimodal Queries,” Accepted by ACM International Conference on Multimedia (ACM MM), Arizona, USA, Nov. 2011. (full paper, 17% acceptance rate) [PDF]
• Jinfeng Zhuang *, Tao Mei, Steven C. H. Choi, Ying-Qing Xu, Shipeng Li. “When Recommendation Meets Mobile: Contextual and Personalized Recommendation On The Go,” Accepted by ACM International Conference on Ubiquitous Computing (ACM UBICOMP), Beijing, China, Sept. 2011. (full paper, 16.6% acceptance rate) [PDF]
• Xiaobin Xu *, Tao Mei, Wenjun Zeng, Nenghai Yu, Jiebo Luo. "AMIGO: Accurate Mobile Image Geotagging," Proc. of ACM International Conference on Internet Multimedia Computing and Service (ICIMCS), Sept. 2012. (Best paper award)

Social Media Analysis (Community Discovery | Social Media Mining)

• Suman D. Roy *, Tao Mei, Wenjun Zeng, Shipeng Li. “SocialTransfer: Cross-Domain Transfer Learning from Social Streams for Media Applications,” Proc. of ACM International Conference on Multimedia (ACM MM), Nara, Japan, 2012. (full paper, 20% acceptance rate)
• Suman D. Roy *, Tao Mei, Wenjun Zeng, Shipeng Li. "Empowering Cross-domain Internet Media with Real-time Topic Learning from Social Streams," Proc. of IEEE International Conference on Multimedia & Expo (ICME), July 2012. (oral, 15% acceptance rate) [PDF]
• Jinfeng Zhuang *, Tao Mei, Steven C. H. Choi, Xian-Sheng Hua, Shipeng Li. “Modeling Social Strength in Social Media Community via Kernel-based Learning,” Accepted by ACM International Conference on Multimedia (ACM MM), Arizona, USA, Nov. 2011. (full paper, 17% acceptance rate) [PDF]

Multimedia Information Retrieval (Search | Reranking)

• Lu Zhang *, Tao Mei, Yuan Liu, Dacheng Tao, He-Qin Zhou. “Visual Search Reranking via Adaptive Particle Swarm Optimization,” Pattern Recognition. [PDF]
• Yuan Liu, Tao Mei. "Optimizing Visual Search Reranking via Pairwise Learning," IEEE Trans. on Multimedia, 2012. [PDF]
• Zheng-Jun Zha, Linjun Yang, Tao Mei, et. al, "Visual Query Suggestion: Towards Capturing User Intent in Internet Image Search," ACM Transactions on Multimedia Computing, Communications, and Applications, 2010. [PDF]
• Sakrapee Paisitkriangkrai, Tao Mei, Jian Zhang, Xian-Sheng Hua, "Scalable Clip-based Near-duplicate Video Detection with Ordinal Measure," ACM International Conference on Image and Video Retrieval, Xi'an, China, 2010. [PDF]
• Yuan Liu, Tao Mei, Meng Wang, Xiuqing Wu, Xian-Sheng Hua."Typicality-Based Image Search Reranking," IEEE Trans. on Circuits and Systems for Video Technology, 2009. [PDF]
• Zheng-Jun Zha, Linjun Yang, Tao Mei, et al. "Visual Query Suggestion," ACM International Conference on Multimedia, pp. 15-24, Beijing, China, 2009. (Best paper award) [PDF]
• Yuan Liu, Tao Mei, Xian-Sheng Hua. "CrowdReranking: Exploring Multiple Search Engines for Visual Search Reranking," ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 500-507, Boston, USA, 2009. (full paper) [PDF]
• Tao Mei, Xian-Sheng Hua, Wei Lai, Linjun Yang, et al. "MSRA-USTC-SJTU at TRECVID 2007: High-Level Feature Extraction and Search," TREC Video Retrieval Evaluation Online Proceedings, 2007. [PDF] (Rank 1 in the automatic video search task)

Multimedia Presentation (Visualization | Summarization)

• Ja-Hwung Su, Ming-Hua Hsieh, Tao Mei, Vincent S. Tseng. "PhotoSense: Make Sense of Your Photos with Enriched Harmonic Music via Emotion Association," IEEE International Conference on Multimedia & Expo (ICME), Barcelona, Spain, July 11-15, 2011. [PDF]
• Yan Wang *, Tao Mei, Xian-Sheng Hua. "Community Discovery from Movie and Its Application to Poster Generation," International MultiMedia Modeling Conference, Taipei, 2011. [PDF]
• Tao Mei, Bo Yang, Shi-Qiang Yang, Xian-Sheng Hua. "Video Collage: Presenting a Video Sequence Using a Single Image," The Visual Computer, Vol. 25, Issue 1, pp. 39-51, Jan. 2009. [PDF]
• Teng Li, Tao Mei, In-So Kweon, Xian-Sheng Hua. "Multi-Video Synopsis for Video Representation," Signal Processing, 89: 2354-2366, 2009. [PDF]
• Bo Yang, Tao Mei, Li-Feng Sun, Shi-Qiang Yang, Xian-Sheng Hua. "Free-Shaped Video Collage," International Conference on Multi-Media Modeling, LNCS 4903, pp. 175-185, Kyoto, Japan, Jan. 2008. [PDF]
• Xueliang Liu, Tao Mei, Xian-Sheng Hua, Bo Yang, He-Qin Zhou. "Video Collage," ACM International Conference on Multimedia, pp. 461-462, Augsburg, Germany, Sept. 2007. [PDF] (Best demo award)

Video Recommendation

• Bisheng Chen *, Jingdong Wang, Qinghua Huang, Tao Mei. “Personalized Video Recommendation Through Tripartite Graph Propagation,” Proc. of ACM International Conference on Multimedia (ACM MM), Nara, Japan, 2012.
• Tao Mei, Bo Yang *, Xian-Sheng Hua, Shipeng Li. “Contextual Video Recommendation by Multimodal Relevance and User Feedback,” ACM Trans. on Information Systems, 2011. [PDF]

• Bo Yang, Tao Mei, Xian-Sheng Hua, Linjun Yang, Shi-Qiang Yang, Mingjing Li. "Online Video Recommendation Based on Multimodal Fusion and Relevance Feedback," In Proceedings of ACM International Conference on Image and Video Retrieval, pp. 73-80, Amesterdam, The Netherlands, July 2007. [PDF]

Multimedia Content Understanding (Annotation | Object Recognition)

• Teng Li, Shuicheng Yan, Tao Mei, et al. "Image Decomposition with Multi-Label Context: Algorithms and Applications," IEEE Trans. on Image Processing, 2011.
• Teng Li, Tao Mei, In-So Kweon, Xian-Sheng Hua. "Contextual Bag of Words for Visual Categorization," IEEE Trans. on Circuits and Systems for Video Technology, 2010. [PDF]
• Emily Moxley, Tao Mei, B. S. Manjunath. "Video Annotation through Search and Graph Reinforcement Mining," IEEE Trans. on Multimedia, 2009. [PDF]
• Yong Wang, Tao Mei, Shaogang Gong, Xian-Sheng Hua. "Combining Global, Regional and Contextual Features for Automatic Image Annotation," Pattern Recognition, Vol. 42, Issue 2, pp. 259-266, Feb. 2009. [PDF]
• Teng Li, Tao Mei, Shuicheng Yan, In-So Kweon. "Contextual Decomposition of Multi-Label Images," IEEE Conference on Computer Vision and Pattern Recognition, Florida, USA, 2009. [PDF]
• Tao Mei, Yong Rui. "Image Similarity," Encyclopedia of Database Systems, L. Liu and M. T. Ozsu (Eds.), Springer, 2008. [PDF]
• Zhiwei Gu, Tao Mei, Xian-Sheng Hua, Jinhui Tang, Xiuqing Wu. "Multi-Layer Multi-Instance Learning for Video Concept Detection," IEEE Trans. on Multimedia, Vol. 10, Issue 8, pp. 1605-1616, Dec. 2008. [PDF]
• Emily Moxley, Tao Mei, Xian-Sheng Hua, Wei-Ying Ma, B. S. Manjunath. "Automatic Video Annotation Through Search and Mining," IEEE Conference on Multimedia & Expo, pp. 685-688, Hannover, Germany, June 23-26, 2008. [PDF]
• Tao Mei, Yong Wang, Xian-Sheng Hua, Shaogang Gong, Shipeng Li. "Coherent Image Annotation by Learning Semantic Distance," IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska, 2008. [PDF]
• Zheng-Jun Zha, Xian-Sheng Hua, Tao Mei, et al. "Joint Multi-Label Multi-Instance Learning for Image Classification," IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska, 2008. [PDF]
• Zheng-Jun Zha, Yuan Liu, Tao Mei, Xian-Sheng Hua. "Video Concept Detection Using Support Vector Machines - TRECVID 2007 Evaluations," Technical Report, MSR-TR-2008-10, 2008. [PDF]
• Tao Mei, Xian-Sheng Hua, He-Qin Zhou, Shipeng Li. "Modeling and Mining of Users' Capture Intention for Home Videos," IEEE Trans. on Multimedia, Vol. 9, Issue 1, pp. 66-77, Jan. 2007. [PDF]
• Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Tao Mei, Hong-Jiang Zhang. "Correlative Multi-Label Video Annotation," ACM International Conference on Multimedia, pp. 17-26, Augsburg, Germany, Sept. 2007. [PDF] (Best paper award)
• Meng Wang, Tao Mei, Xun Yuan, Yan Song, Li-Rong Dai. "Video Annotation by Graph-Based Learning with Neighborhood Similarity," ACM International Conference on Multimedia, pp. 325-328, Augsburg, Germany, Sept. 2007. [PDF]
• Zhengjun Zha, Tao Mei, Zengfu Wang, Xian-Sheng Hua. "Building a Comprehensive Ontology to Refine Video Concept Detection," ACM SIGMM International Conference Workshop on Multimedia Information Retrieval, In Conjunction with ACM Multimedia, Augsburg, Germany, pp. 227-236, Sept. 2007. [PDF]
• Xun Yuan, Wei Lai, Tao Mei, Xian-Sheng Hua, Xiu-Qing Wu, Shipeng Li. "Automatic Video Genre Categorization Using Hierarchical SVM," In Proceedings of IEEE International Conference on Image Processing, pp. 2905-2908, Atlanta, USA, Oct. 2006. [PDF]

Machine Learning

• Tian Xia, Dacheng Tao, Tao Mei, Yongdong Zhang. "MultiView Spectral Embedding,"  IEEE Transactions on Systems, Man, and Cybernetics: Part B, 2010. [PDF]
• Zheng-Jun Zha, Tao Mei, Jingdong Wang, Zengfu Wang, Xian-Sheng Hua. "Graph-based Semi-Supervised Learning with Multiple Labels," Journal of Visual Communication and Image Representation, Vol. 20, No. 2, pp. 97-103, 2009. [PDF]
• Zheng-Jun Zha, Tao Mei, Meng Wang, Zengfu Wang, Xian-Sheng Hua. "Robust Distance Metric Learning with Auxiliary Knowledge," International Joint Conference on Artificial Intelligence, pp. 1327-1332, Pasadena, CA, USA, 2009. [PDF]
• Zheng-Jun Zha, Tao Mei, Jingdong Wang, Zengfu Wang, Xian-Sheng Hua. "Graph-Based Semi-Supervised Learning with Multi-Label," IEEE Conference on Multimedia & Expo, pp. 1321-1324, Hannover, Germany, June 23-26, 2008. [PDF]

Video Processing (Home Video | Sports Video | Video Quality)

• Tao Mei, Lin-Xie Tang *, Jinhui Tang, Xian-Sheng Hua. "Near-Lossless Semantic Video Summarization and Its Applications to Video Analysis," To appear in ACM Trans. Multimedia Computing Communications and Applications (TOMCCAP), 2013.
• Tian Xia, Tao Mei, Gang Hua, Jin-Tao Li, Xian-Sheng Hua, "Visual Quality Assessment for Web Video," Journal of Visual Communication and Image Representation, 2010. [PDF]
• Linxie Tang, Tao Mei, Xian-Sheng Hua. "Near-Lossless Video Summarization," ACM International Conference on Multimedia, pp. 351-306, Beijing, China, 2009. [PDF]
• Tao Mei, Xian-Sheng Hua. "Intelligent Video Content Analysis and Applications," Book chapter of Computational Intelligence and Its Applications, Edited by X. Yao, X. Li, and D. Tao, USTC Press, 2008. [PDF]
• Tao Mei, Xian-Sheng Hua. "Structure and Event Mining in Sports Video with Efficient Mosaic," Multimedia Tools and Applications, Vol. 40, No. 1, pp. 89-110, Oct. 2008. [PDF]
• Tao Mei, Xian-Sheng Hua, He-Qin Zhou, Shipeng Li. "Modeling and Mining of Users' Capture Intention for Home Videos," IEEE Trans. on Multimedia, Vol. 9, Issue 1, pp. 66-77, Jan. 2007. [PDF]
• Tao Mei, Xian-Sheng Hua, Cai-Zhi Zhu, He-Qin Zhou, Shipeng Li. "Home Video Visual Quality Assessment with Spatiotemporal Factors," IEEE Trans. on Circuits and Systems for Video Technology, Vol. 17, No. 6, pp. 699-706, June 2007. [PDF]
• Tao Mei, Bin Wang, Xian-Sheng Hua, He-Qin Zhou, Shipeng Li. "Probabilistic Multimodality Fusion for Event Based Home Photo Clustering," In Proceedings of IEEE International Conference on Multimedia & Expo, pp. 1757-1760, Toronto, Canada, July 2006. [PDF]
• Tao Mei, Yu-Fei Ma, He-Qin Zhou, Wei-Ying Ma, Hong-Jiang Zhang. "Sports Video Mining with Mosaic," In Proceedings of IEEE International Multi-Media Modelling Conference, pp. 107-114, Melbourne, Australia, Jan. 2005. [PDF]