Authors: | Ntalianis, Klimis Doulamis, Anastasios Kollias, Stefanos Doulamis, Nikolaos Koukoutsidis, Ioannis |
Publisher: | IEEE |
Issue Date: | 1-Dec-2001 |
Conference: | 4th Workshop on Multimedia Signal Processing, 3-5 October 2001, Cannes, France |
Book: | 2001 IEEE Fourth Workshop on Multimedia Signal Processing |
Abstract: | In this paper, a multiscale video content organization scheme is proposed for fast browsing and efficient transmission of video sequences. The scheme leads to construction of a five-layer tree structure. At layer 0 the root-node is located, connected to all nodes of layer 1, each corresponding to a class of shots. Then every class of shots is expanded at layer 2. The nodes of this layer represent shots. At the next resolution level (layer 3) nodes represent key-frames of shots. Finally at layer 4 the full resolution level is reached, where nodes correspond to frames of the sequence. Each node contains a viewing element and we focus on the extraction of these elements for layers 1,2 and 3. Viewing elements of layers 1 and 3 are optimally extracted by minimizing a cross correlation criterion. Additionally viewing elements of layer 2 are selected according to a correlation measure between the mean vector of a shot and each of the frames within this shot. The resulting tree-structure enables a user to quickly and easily detect content of interest, by selecting the viewing element of his/her liking. Experimental results on real-life video sequences indicate the promising performance of the proposed scheme. |
ISBN: | 0-7803-7025-2 |
DOI: | 10.1109/MMSP.2001.962779 |
URI: | https://uniwacris.uniwa.gr/handle/3000/2909 |
Type: | Conference Paper |
Department: | Department of Business Administration |
School: | School of Administrative, Economics and Social Sciences |
Affiliation: | University of West Attica (UNIWA) |
Appears in Collections: | Book Chapter / Κεφάλαιο Βιβλίου |
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