Video shot detection and condensed representation. a review

By Costas I. Cotsaces, N. Nikolaidis, Ioannis Pitas. IEEE Signal Processing Magazine, 2006

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Modeling transition patterns between events for temporal human action segmentation and classification (2015, background): “In testing, for a given video X without any segmentation information, we automatically find the optimal number of segments k, the temporal start and end points of each segment s t , t 2 1, ..., k + 1, where s1 = 0 and sk+1 = len(X) the length of X , and segment labels y t , t 2 1, ..., k.”
Parallel field alignment for cross media retrieval (2013, background): “To effectively leverage the massive explosion of multimedia content, a large number of approaches have been proposed in the areas such as information retrieval, multimedia retrieval and computer vision [2, 3, 5, 11, 16].”