Multimedia Systems - Special section on video libraries
Video Clip Recognition Using Joint Audio-Visual Processing Model
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
ACM SIGGRAPH 2004 Papers
Fast and Robust Search Method for Short Video Clips from Large Video Collection
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 3 - Volume 03
Retrieval of News Video Using Video Sequence Matching
MMM '05 Proceedings of the 11th International Multimedia Modelling Conference
Automatic music video summarization based on audio-visual-text analysis and alignment
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Scenario based dynamic video abstractions using graph matching
Proceedings of the 13th annual ACM international conference on Multimedia
Segmenting, Modeling, and Matching Video Clips Containing Multiple Moving Objects
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hot event detection and summarization by graph modeling and matching
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Adaptive extraction of highlights from a sport video based on excitement modeling
IEEE Transactions on Multimedia
Rate-distortion optimal video summary generation
IEEE Transactions on Image Processing
IEEE Transactions on Circuits and Systems for Video Technology
Video summarization and scene detection by graph modeling
IEEE Transactions on Circuits and Systems for Video Technology
Clip-based similarity measure for query-dependent clip retrieval and video summarization
IEEE Transactions on Circuits and Systems for Video Technology
Fast coarse-to-fine video retrieval using shot-level spatio-temporal statistics
IEEE Transactions on Circuits and Systems for Video Technology
Efficient Layout of Comic-Like Video Summaries
IEEE Transactions on Circuits and Systems for Video Technology
STIMO: STIll and MOving video storyboard for the web scenario
Multimedia Tools and Applications
Integration of a human face annotation technology in an audio-visual search engine platform
Proceedings of the 2010 ACM Symposium on Applied Computing
Movie2Comics: a feast of multimedia artwork
Proceedings of the international conference on Multimedia
3D model retrieval using weighted bipartite graph matching
Image Communication
Discrimination of media moments and media intervals: sticker-based watch-and-comment annotation
Multimedia Tools and Applications
Dynamic video summarization with content analysis
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
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In this paper, we present a new algorithm for video clip summarization and ranking, which is mainly based on a clip based video similarity measure and the affinity propagation clustering (AP) algorithm. We propose a proportional max-weighted bipartite matching algorithm for clip similarity measure. This method first generates a basic frame set and a corresponding proportion value set from each clip. Then it models two clips as a weighted bipartite graph, where the weight values are determined by both the direct frame similarities and the proportion values. Then the max-weighted bipartite matching is employed to measure the similarity between two clips. This method achieves good retrieval performance when the length of two clips varies greatly. With these clip similarities, clips are clustered using affinity propagation. The clips in one cluster generally describe the same video event. Video ranking is based on the cluster size and the average information entropy of each event. Experimental results are given to illustrate the proposed algorithm.