SORTED BY YEAR: 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2006 2005 2004 2003 2002 2001

2018

• Peixi Peng, Yonghong Tian^*, Tao Xiang, Yaowei Wang, Massimiliano Pontil, Tiejun Huang, Joint Semantic and Latent Attribute Modelling for Cross-Class Transfer Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, Accepted, Jun 2017.
• Hongyuan Zhu, Romain Vail, Shijian Lu, Yonghong Tian, Xianbing Cao, YoTube: Searching Action Proposal via Recurrent and Static Regression Networks, IEEE Transactions on Image Processing, Accepted, Jan. 2018. 10.1109/TIP.2018.2806279.
• Yonghong Tian, Jiaying Yan, Siwei Dong, Tiejun Huang, PA-Search: Predicting Units Adaptive Motion Search for Surveillance Video Coding, Computer Vision and Image Understanding, Published online, Mar 10, 2018. https://doi.org/10.1016/j.cviu.2018.02.009
• 高文，田永鸿^*，王坚，数字视网膜:智慧城市系统演进的关键环节, SCIENTIA SINICA Informationis, Mar 2018.

2017

• Shu Fang, Jia Li, Yonghong Tian^*, Tiejun Huang, Xiaowu Chen, Learning Discriminative Subspaces on Random Contrasts for Image Saliency Analysis, IEEE Transactions on Neural Networks and Learning Systems, 28(5), May, 2017: 1095-1108.
• Yemin Shi, Yonghong Tian^*, Yaowei Wang, Tiejun Huang, Sequential Deep Trajectory Descriptor for Action Recognition with Three-stream CNN, IEEE Transactions on Multimedia,19(7), Jul 2017, 1510-152.
• Yong-hong TIAN, Xi-lin CHEN, Hong-kai XIONG, Hong-liang LI, Li-rong DAI, Jing CHEN, Jun-liang XING, Jing CHEN, Xi-hong WU, Wei-min HU, Yu HU, Tie-jun HUANG^*, Wen GAO^*, Towards human-like and transhuman perception in AI 2.0: a review, Frontiers of Information Technology & Electronic Engineering, Jan 2017, 18(1):58-67.
• Lin Ding, Yonghong Tian^*, Hongfei Fan, Yaowei Wang, and Tiejun Huang, TRate-Performance-Loss Optimization for Inter-frame Deep Feature Coding from Videos, IEEE Transactions on Image Processing, 26(12), Dec. 2017, 5743-5757.

2016

• Jia Li, Yonghong Tian^*, Xiaowu Chen, Tiejun Huang, Measuring Visual Surprise Jointly from Intrinsic and Extrinsic Contexts for Image Saliency Estimation, International Journal of Computer Vision, 120(1), Oct 2016, 44-60. DOI: 10.1007/s11263-016-0892-7.
• Yonghong Tian^*, Min Chen, Leonel Sousa, Ubiquitous Multimedia: Emerging Research on Multimedia Computing, IEEE Multimedia, Mar-Apr 2016, pp. 12-15.
• Wei Chen, Yonghong Tian^*, Yaowei Wang and Tiejun Huang, Fixed-point Gaussian Mixture Model for Analysis-Friendly Surveillance Video Coding, Computer Vision and Image Understanding, vol. 142, Jan 2016, pp. 65-79. doi:10.1016/j.cviu.2015.09.006.
  NOTE: Two typos are found in the Alg. 1, pp. 69: 1) In line 4, tmp should be assigned b (not zero in the current version); 2)In line 9, tmp should be shifted LEFT by ONE (not right by i in the current version). Thanks to Dr. Ma W.C. Deck from Royal Military College of Canada to help us to revise the typos.
• Min Chen, Leonel Sousa, Yonghong Tian^*, Guest Editors’ Introduction — Multimedia Computing: Challenges and Opportunities, International Journal of Semantic Computing, Vol. 10, No. 1, 2016, pp. 1–4.
• Jiaying Yan, Siwei Dong, Yonghong Tian^*, and Tiejun Huang, Introduction to AVS2 Scene Video Coding Techniques, ZTE Communications, 14(1), 2016, pp. 50-53.

2015

• Jia Li, Lingyu Duan, Xiaowu Chen, Tiejun Huang, and Yonghong Tian, Finding the Secret of Image Saliency in the Frequency Domain, IEEE Transactions on Pattern Recognition and Machine Intelligence, 37(12), Dec 2015, pp. 2428-2440.
• Yonghong Tian, Mengren Qian, Tiejun Huang, TASC: A Transformation-Aware Soft Cascading Approach for Multimodal Video Copy Detection, ACM Transactions on Information Systems, 33(2), Article 7, Jan 2015, 34 pages.
• Peixi Peng, Yonghong Tian, Yaowei Wang, Jia Li, Tiejun Huang, Robust Multiple Cameras Pedestrian Detection with Multi-view Bayesian Network, Pattern Recognition, 48(5), May 2015, Pages 1760–1772.
• Yonghong Tian, Jia Li, Shui Yu, Tiejun Huang, Learning Complementary Saliency Priors for Foreground Object Segmentation in Complex Scenes, Int’l Journal of Computer Vision, 111(2), Jan 2015, 153-170. 10.1007/s11263-014-0737-1
• Jia Li, Shu Fang (first co-author), Yonghong Tian^*, Tiejun Huang, and Xiaowu Chen, Image Saliency Estimation via Random Walk Guided by Informativeness and Latent Signal Correlations, Signal Processing: Image Communication, (2015), pp. 3-14. http://dx.doi.org/10.1016/j.image.2015.05.005 (code)
• Yonghong Tian, Shu-Ching Chen, Mei-Ling Shyu, Tiejun Huang, Phillip Sheu, and Alberto Del Bimbo, Multimedia Big Data, IEEE Multimedia, 22(3), Jul.-Sep. 2015, 93-95.
• Shu-Ching Chen, Ramesh Jain, Yonghong Tian, Haohong Wang, Guest Editorial – Multimedia: The Biggest Big Data, IEEE Transactions on Multimedia, 17(9), Sep. 2015, 1401-1403.

2014

• Xianguo Zhang, Yonghong Tian, Tiejun Huang, Siwei Dong, Wen Gao, Optimizing the Hierarchical Prediction and Coding in HEVC for Surveillance and Conference Videos with Background Modeling, IEEE Transactions on Image Processing, 23(10), Oct. 2014. 4511-4526. DOI: 10.1109/TIP.2014.2352036
• Shui Yu, Yonghong Tian, Song Guo, Dapeng Oliver Wu, Can We Beat DDoS Attacks in Clouds? IEEE Transactions on Parallel and Distributed Systems, 25(9), Sep. 2013, 2245-2254. DOI: 10.1109/TPDS.2013.181.
• Wen Gao, Yonghong Tian, Tiejun Huang, Siwei Ma, Xianguo Zhang, IEEE 1857 Standard Empowering Smart Video Surveillance Systems, IEEE Intelligent Systems, 29(5), Sep.-Oct. 2014, 30-39. DOI: 1109/MIS.2013.101.
• Xianguo Zhang, Tiejun Huang, Yonghong Tian, Wen Gao, Background-Modeling Based Adaptive Prediction for Surveillance Video Coding, IEEE Transactions on Image Processing, 23(2), Feb 2014, 769-784. DOI: 10.1109/TIP.2013.2294549.
• Jia Li, Yonghong Tian, Tiejun Huang. Visual Saliency with Statistical Priors, Int’l Journal of Computer Vision, Volume 107, Issue 3 (2014), Page 239-253. DOI: 10.1007/s11263-013-0678-0.
• Tiejun Huang, Siwei Dong, Yonghong Tian, Representing Visual Objects in HEVC Coding Loop, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Volume 4, Issue 1, March 2014, 5-16. DOI: 10.1109/JETCAS.2014.2298274.
• Wen Gao, Tiejun Huang, Cliff Reader, Weibei Dow, Xilin, Chen, IEEE Standards for Advanced Audio and Video Coding in Emerging Applications, Computer, 47(5), pp 81-83.

• Yonghong Tian, Shui Yu, Chin-Yung Lin, Wen Gao, Wanlei Zhou, Special Issue on Social Multimedia Computing: Challenges, Techniques, and Applications: Guest Editorial, Journal of Multimedia, 9(1), 2014, 1-3.

2013

• Tiejun Huang, Yonghong Tian, Wen Gao, IEEE 1857: Boosting Video Applications in CPSS, IEEE Intelligent Systems, 28(5), 24-27, Sept.-Oct. 2013.
• Jia Li, Yonghong Tian, Lingyu Duan and Tiejun Huang, Estimating Visual Saliency through Single Image Optimization, IEEE Signal Processing Letters, 20(9), Sep 2013, 845-848. (Code and Result here)
• Yonghong Tian, Yaowei Wang, Zhipeng Hu, Tiejun Huang, Selective Eigenbackground for Background Modeling and Subtraction in Crowded Scenes, IEEE Transactions on Circuits and Systems for Video Technology, 23(11), 2013, 1849-1864.
• Yonghong Tian, Tiejun Huang, Menglin Jiang, and Wen Gao, Video Copy Detection and Localization with Scalable Cascading of Complementary Detectors and Multi-scale Sequence Matching, IEEE Multimedia, 21 Dec. 2012. http://doi.ieeecomputersociety.org/10.1109/MMUL.2012.62.
• Luntian Mou,Tiejun Huang, Yonghong Tian, Menglin Jiang, Wen Gao, Content-Based Copy Detection through Multimodal Feature Representation and Temporal Pyramid Matching, ACM Transaction on Multimedia Computing and Communication Application, 10(1), Article 5, December 2013.
• Xianguo Zhang, Tiejun Huang, Mingchao Geng, Yonghong Tian, Siwei Ma, Wen Gao, Fast and Efficient Transcoding Based on Low-complexity Background Modeling and Adaptive Block Classification, IEEE Transactions on Multimedia, 15(8), Dec 2013, 1769-1785.

2012

• Jingjing Yang, Yonghong Tian, Lingyu Duan, Tiejun Huang, Wen Gao. Group-Sensitive Multiple Kernel Learning for Object Recognition, IEEE Transactions on Image Processing, 21(5), May 2012, 2838-2852.
• Yonghong Tian, Tiejun Huang, Wen Gao, Multimodal Video Copy Detection using Multi-Detectors Fusion, IEEE COMSOC MMTC E-Letter, 7(5), September 2012, 3-6.
• Zhongfei Zhang, Zhengyou Zhang, Ramesh Jain, Yueting Zhuang, Noshir CONTRACTOR, Alexander G. HAUPTMANN, Alejandro (Alex) JAIMES, Wanqing LI, Alexander C. LOUI, Tao MEI, Nicu SEBE, Yonghong Tian, Vincent S. TSENG, Qing WANG, Changsheng XU, Huimin YU, Shiwen YU, Societally connected multimedia across cultures, Journal of Zhejiang University SCIENCE C, 13(12), 2012, 875-880.
• CHEN Ming-Li, ZHANG Chang-Xin, YANG Shao-Juan, MAO Li-Hua, TIAN Yong-Hong, HUANG Tie-Jun, WU Xi-Hong, GAO Wen, LI Liang, Stereopsis-Based Binocular Unmasking, Advances in Psychological Science, 20(9), 2012, 1355-1363. [In Chinese]
• Yonghong Tian, Tiejun Huang, Wen Gao, Social Multimedia Compution,Communication of China Computer Federation,8(4),2012,8-13. [In Chinese]

2011

• Jia Li, Yonghong Tian, Tiejun Huang, Wen Gao. Multi-Task Rank Learning for Visual Saliency in Video. IEEE Transactions on Circuits and Systems for Video Technology, 21(5), May 2011, 623-636.
• Tiejun Huang, Yonghong Tian, Jia Li, Haonan Yu. Salient region detection and segmentation for general object recognition and image understanding, Science in China Information Series, 54(12), Dec. 2011, 2461-2470.

2010

• Yonghong Tian, Jaideep Srivastava, Tiejun Huang, and Noshir Contractor. Social Multimedia Computing. Computer, 43(8), Aug. 2010, 27-36.
• Wen Gao, Yonghong Tian, Tiejun Huang, Qiang Yang. Vlogging: A Survey of Video Blogging Technology on the Web. ACM Computing Surveys, 42(4), Jun. 2010, article 15, 57 pages.
• Jia Li, Yonghong Tian, Tiejun Huang and Wen Gao. Probabilistic Multi-Task Learning for Visual Saliency Estimation in Video. International Journal of Computer Vision, 90(2), Aug. 2010, 150-165.
• Tiejun Huang, Yonghong Tian, Wen Gao, Jian Lu. Mediaprinting: Identifying Multimedia Content for Digital Rights Management. Computer, 43(12), Dec. 2010, 28-35.
• Yuanning Li, Yonghong Tian, Lingyu Duan, Jingjing Yang, Tiejun Huang, Wen Gao. Sequence Multi-Labeling: A Unified Video Annotation Scheme with Spatial and Temporal Context. IEEE Transactions on Multimedia, 12(8), Dec. 2010, 814-828.
• Jia Li, Yonghong Tian, Tiejun Huang, Wen Gao. Cost-Sensitive Rank Learning from Positive and Unlabeled Data for Visual Saliency Estimation. IEEE Signal Processing Letters, 17(6), Jun. 2010, 591-594.
• Jingjing Yang, Yuanning Li, Yonghong Tian, Lingyu Duan, Wen Gao. Per-Sample Multiple Kernel Approach for Visual Concept Learning. EURASIP Journal on Image and Video Processing, Vol 2010, Article ID 461450, 13 pages.
• Jia Li, Haonan Yu, Yonghong Tian, Tiejun Huang. Salient Object Extraction for User-Targeted Video Content Association. Journal of Zhejiang University SCIENCE C, 11(11), Nov. 2010, 850-859.
• Yali Cao Tiejun Huang, Yonghong Tian. A ranking SVM based results fusion model for cross-media meta-search engine. Journal of Zhejiang University SCIENCE C, 11(11), Nov. 2010, 903-910.

2009

• Yaowei Wang, Limin Su, Yonghong Tian. KernelRank: Exploiting Semantic Linkage Kernels for Relevant Pages Finding. Chinese Journal of Electronics, 18(3) , 2009, 405-410.

2006

• Yonghong Tian, Qiang Yang, Tiejun Huang, Charles X. Ling and Wen Gao, Learning contextual dependency network models for link-based classification. IEEE Transactions on Knowledge and Data Engineering, 18(11), Nov 2006, 1482-1496.
• Yonghong Tian, Tiejun Huang, Wen Gao. Latent Linkage Semantic Kernels for Collective Classification of Link Data. Journal of Intelligent Information Systems, 26(3), May 2006, 269-301.
• Yonghong Tian. Context-Based Statistical Relational Learning. AI Communications, 19(3), Sep. 2006, 291-293.

2005

• Yonghong Tian, Tiejun Huang, Wen Gao. Exploiting multi-context analysis in semantic image classification. Journal of Zhejiang University SCIENCE, 6A (11), Nov. 2005, 1268-1283.
• Tiejun Huang, Yonghong Tian, Chunli Wang, Xiaoddong Shi, Wen Gao. Towards a multilingual, multimedia and multimodal digital library platform. Journal of Zhejiang University SCIENCE, 6A (11), 2005, 1180-1184.

2004

• Yonghong Tian, Tiejun Huang, Wen Gao. Two-phase Web site classification based on Hidden Markov Tree models. Int’l Journal: Web Intelligence and Agent System, 4(2), 2004, 249-264.
• Yonghong Tian, Tiejun Huang, Wen Gao. A Web Site Representation and Mining Algorithm Using the Multiscale Tree Model. Journal of Software,15(9), Sep 2004. [In Chinese]
• Pingbo Kang, Yonghong Tian, Tiejun Huang, Design and Implementation of Intelligent Internet Robot, Computer Engineering, 2004, 30(4), 88-92. [In Chinese]

2003

• Yonghong Tian, Tiejun Huang, Wen Gao. The Influence Model of Online Social Interactions and its Learning Algorithms. Chinese Journal of Computers, 28(7), Jul 2003.

2002

• Yue Wu, Mingtian Zhou, Yonghong Tian. Object-Topic Model and Its Application in Mobile Decision Systems, Computer Science, 29(5), 2002. [In Chinese]

2001

• Yue Wu, Yonghong Tian, WanLei Zhou. The Development of a Mobile Decision Support System. Journal of Interconnection Network, Special Issue on Network-based Parallel Computing, 2(3), Sep. 2001, 379-390.