Optimal algorithms for approximate clustering
STOC '88 Proceedings of the twentieth annual ACM symposium on Theory of computing
IMPACT: an interactive natural-motion-picture dedicated multimedia authoring system
CHI '91 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Sublinear time algorithms for metric space problems
STOC '99 Proceedings of the thirty-first annual ACM symposium on Theory of computing
Similarity estimation techniques from rounding algorithms
STOC '02 Proceedings of the thiry-fourth annual ACM symposium on Theory of computing
Acceleration of K-Means and Related Clustering Algorithms
ALENEX '02 Revised Papers from the 4th International Workshop on Algorithm Engineering and Experiments
Video summarization and retrieval using singular value decomposition
Multimedia Systems
Keyframe-based video summarization using Delaunay clustering
International Journal on Digital Libraries
A scalable algorithm for high-quality clustering of web snippets
Proceedings of the 2006 ACM symposium on Applied computing
Video summarization by k-medoid clustering
Proceedings of the 2006 ACM symposium on Applied computing
Cluster generation and cluster labelling for web snippets: a fast and accurate hierarchical solution
SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval
An integrated scheme for automated video abstraction based on unsupervised cluster-validity analysis
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Circuits and Systems for Video Technology
Dynamic user-defined similarity searching in semi-structured text retrieval
Proceedings of the 3rd international conference on Scalable information systems
STIMO: STIll and MOving video storyboard for the web scenario
Multimedia Tools and Applications
IM(S)2: Interactive movie summarization system
Journal of Visual Communication and Image Representation
A static video summarization method based on hierarchical clustering
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Embracing semantics in zoomable user interface
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Static and dynamic video summaries
MM '11 Proceedings of the 19th ACM international conference on Multimedia
An interactive personalized video summarization based on sketches
Proceedings of the 12th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry
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Web video browsing is rapidly becoming a very popular activity in the Web scenario, causing the production of a concise video content representation a real need. Currently, static video summary techniques can be used to this aim. Unfortunately, they require long processing time and hence all the summaries are produced in advance without any users customization. With an increasing number of videos and with the large users heterogeneousness, this is a burden. In this paper we propose VISTO, a summarization technique that produces customized on-the-fly video storyboards. The mechanism uses a fast clustering algorithm that selects the most representative frames using their HSV color distribution and allows users to select the storyboard length and the processing time. An objective and subjective evaluation shows that the storyboards are produced with good quality and in a time that allows on-the-fly usage.