Incremental multimodal query construction for video search

Xu, Shicheng, Li, Huan, Chang, Xiaojun, Yu, Shoou-I, Du, Xingzhong, Li, Xuanchong, Jiang, Lu, Mao, Zexi, Lan, Zhenzhong, Burger, Susanne and Hauptmann, Alexander (2015). Incremental multimodal query construction for video search. In: ICMR 2015 - Proceedings of the 2015 ACM International Conference on Multimedia Retrieval. 5th ACM International Conference on Multimedia Retrieval, ICMR 2015, Shanghai, China, (675-678). 23-26 June, 2015. doi:10.1145/2671188.2749413


Author Xu, Shicheng
Li, Huan
Chang, Xiaojun
Yu, Shoou-I
Du, Xingzhong
Li, Xuanchong
Jiang, Lu
Mao, Zexi
Lan, Zhenzhong
Burger, Susanne
Hauptmann, Alexander
Title of paper Incremental multimodal query construction for video search
Conference name 5th ACM International Conference on Multimedia Retrieval, ICMR 2015
Conference location Shanghai, China
Conference dates 23-26 June, 2015
Proceedings title ICMR 2015 - Proceedings of the 2015 ACM International Conference on Multimedia Retrieval
Journal name Icmr'15: Proceedings of the 2015 Acm International Conference On Multimedia Retrieval
Publisher Association for Computing Machinery, Inc
Publication Year 2015
Sub-type Fully published paper
DOI 10.1145/2671188.2749413
Open Access Status Not Open Access
ISBN 9781450332743
Start page 675
End page 678
Total pages 4
Language eng
Abstract/Summary Recent improvements in content-based video search have led to systems with promising accuracy, thus opening up the possibility for interactive content-based video search to the general public. We present an interactive system based on a state-of-the-art content-based video search pipeline which enables users to do multimodal text-to-video and video-to-video search in large video collections, and to incrementally refine queries through relevance feedback and model visualization. Also, the comprehensive functionalities enhance a flexible formulation of multimodal queries with different characteristics. Quantitative and qualitative analysis shows that our system is capable of assisting users to incrementally build effective queries over complex event topics.
Keyword Content-based video search
Multimedia event detection
Multimodal query generation
Q-Index Code EX
Q-Index Status Provisional Code
Institutional Status UQ

 
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