Color content matching of MPEG-4 video objects

TitleColor content matching of MPEG-4 video objects
Publication TypeJournal Article
Year of Publication2001
AuthorsErol, B., and F. Kossentini
Secondary AuthorsShum, H. Y., M. Liao, and S. F. Chang
JournalAdvances in Mutlimedia Information Processing - PCM 2001, Proceedings
Volume2195
Pagination891–896
ISSN0302-9743
Abstract

Color histogram is one of the most widely used visual feature representations in content-based retrieval, When processing the image/video data in the JPEG/MPEG compressed domains, the DC coefficients are used commonly to form the color histograms without fully decompressing the image or the video bit stream. In this paper, we address the issues arising from the adaptation of DC based color histograms to the arbitrarily shaped MPEG-4 video objects, More specifically, we discuss the color space selection, quantization, and histogram computation with the consideration of the specific characteristics of the MPEG-4 video objects, We also propose a method for reducing the chroma keying artifacts that may occur at the boundaries of the objects. The experimental results show that great retrieval performance improvements are achieved by employing the proposed method in the presence of such artifacts.

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