Audio similarity measure by graph modeling and matching
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
OM-based video shot retrieval by one-to-one matching
Multimedia Tools and Applications
Novelty detection for cross-lingual news stories with visual duplicates and speech transcripts
Proceedings of the 15th international conference on Multimedia
Efficient spatiotemporal-attention-driven shot matching
Proceedings of the 15th international conference on Multimedia
Practical elimination of near-duplicates from web video search
Proceedings of the 15th international conference on Multimedia
Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news
Computer Vision and Image Understanding
Clip based video summarization and ranking
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Challenges and techniques for effective and efficient similarity search in large video databases
Proceedings of the VLDB Endowment
Video News Retrieval Incorporating Relevant Terms Based on Distribution of Document Frequency
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Bounded coordinate system indexing for real-time video clip search
ACM Transactions on Information Systems (TOIS)
Efficient content-based video retrieval by mining temporal patterns
Proceedings of the 9th International Workshop on Multimedia Data Mining: held in conjunction with the ACM SIGKDD 2008
Dynamic video summarization using two-level redundancy detection
Multimedia Tools and Applications
Real-time near-duplicate elimination for web video search with content and context
IEEE Transactions on Multimedia - Special issue on integration of context and content
IEEE Transactions on Multimedia - Special issue on integration of context and content
Hierarchical modeling and adaptive clustering for real-time summarization of rush videos
IEEE Transactions on Multimedia
An efficient video indexing and retrieval algorithm using the luminance field trajectory modeling
IEEE Transactions on Circuits and Systems for Video Technology
Effective content-based video retrieval using pattern-indexing and matching techniques
Expert Systems with Applications: An International Journal
Graph-based multilevel temporal segmentation of scripted content videos
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Video scene detection using graph-based representations
Image Communication
Dominant sets based movie scene detection
Signal Processing
Beyond search: Event-driven summarization for web videos
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Using earth mover's distance for audio clip retrieval
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Story-Based retrieval by learning and measuring the concept-based and content-based similarity
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
k-Partite graph reinforcement and its application in multimedia information retrieval
Information Sciences: an International Journal
Effective heterogeneous similarity measure with nearest neighbors for cross-media retrieval
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
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This paper proposes a new approach and algorithm for the similarity measure of video clips. The similarity is mainly based on two bipartite graph matching algorithms: maximum matching (MM) and optimal matching (OM). MM is able to rapidly filter irrelevant video clips, while OM is capable of ranking the similarity of clips according to visual and granularity factors. We apply the similarity measure for two tasks: retrieval and summarization. In video retrieval, a hierarchical retrieval framework is constructed based on MM and OM. The validity of the framework is theoretically proved and empirically verified on a video database of 21 h. A query-dependent clip segmentation algorithm is also proposed to automatically locate the potential boundaries of clips in videos. In video summarization, a graph-based clustering algorithm, incorporated with the proposed similarity measure, is adopted to detect the highlighted events reported by different newscasts.