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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 2 of 2 1 Video Content Classification Phillip Decamp; Deb Roy In: http://www.ismll.uni-hildesheim.de/lehre/semML-09s/script/p183-fleischman.pdf BASE Show details 2 Video Content Classification Phillip Decamp; Deb Roy In: http://web.media.mit.edu/~dkroy/papers/pdf/fleischman_decamp_2006.pdf Abstract: Scalable approaches to video content classification are limited by an inability to automatically generate representations of events that encode abstract temporal structure. This paper presents a method in which temporal information is captured by representing events using a lexicon of hierarchical patterns of movement that are mined from large corpora of unannotated video data. These patterns are then used as features for a discriminative model of event classification that exploits tree kernels in a Support Vector Machine. Evaluations show the method learns informative patterns on a 1450-hour video corpus of natural human activities recorded in the home. Keyword: Experimentation. Keywords Temporal Data Mining; General Terms Algorithms; Support Vector Machine; Tree Kernel; Video Content Classification; Video Event Recognition URL: http://web.media.mit.edu/~dkroy/papers/pdf/fleischman_decamp_2006.pdf http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.151.1602 BASE Hide details

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