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With the massive growth of events on the Internet, efficient organization and monitoring of events becomes a practical challenge. To deal with this problem, we propose a novel CO-PMHT (CO-Probabilistic Multi-Hypothesis Tracking) algorithm for...
Personalized Video Recommendation through Graph Propagation
Qinghua Huang, Bisheng Chen, Jingdong Wang, Tao Mei
Article No.: 32
The rapid growth of the number of videos on the Internet provides enormous potential for users to find content of interest. However, the vast quantity of videos also turns the finding process into a difficult task. In this article, we address the...
Understanding Video Sharing Propagation in Social Networks: Measurement and Analysis
Haitao Li, Xu Cheng, Jiangchuan Liu
Article No.: 33
Modern online social networking has drastically changed the information distribution landscape. Recently, video has become one of the most important types of objects spreading among social networking service users. The sheer and ever-increasing...
Bilateral Correspondence Model for Words-and-Pictures Association in Multimedia-Rich Microblogs
Zhiyu Wang, Peng Cui, Lexing Xie, Wenwu Zhu, Yong Rui, Shiqiang Yang
Article No.: 34
Nowadays, the amount of multimedia contents in microblogs is growing significantly. More than 20% of microblogs link to a picture or video in certain large systems. The rich semantics in microblogs provides an opportunity to endow images...
Fast Near-Duplicate Image Detection Using Uniform Randomized Trees
Yanqiang Lei, Guoping Qiu, Ligang Zheng, Jiwu Huang
Article No.: 35
Indexing structure plays an important role in the application of fast near-duplicate image detection, since it can narrow down the search space. In this article, we develop a cluster of uniform randomized trees (URTs) as an efficient indexing...
Personalized Photograph Ranking and Selection System Considering Positive and Negative User Feedback
Che-Hua Yeh, Brian A. Barsky, Ming Ouhyoung
Article No.: 36
In this article, we propose a novel personalized ranking system for amateur photographs. The proposed framework treats the photograph assessment as a ranking problem and we introduce the idea of personalized ranking, which ranks photographs...
Placing Videos on a Semantic Hierarchy for Search Result Navigation
Song Tan, Yu-Gang Jiang, Chong-Wah Ngo
Article No.: 37
Organizing video search results in a list view is widely adopted by current commercial search engines, which cannot support efficient browsing for complex search topics that have multiple semantic facets. In this article, we propose to organize...