A multiscale tree-structure for fast browsing and effective transmission of video files
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

CORE Recommender
Show full item record

Page view(s)

10
checked on Dec 22, 2024

Google ScholarTM

Check

Altmetric

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.