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Fast Extraction of Edge Histogram in DCT Domain based on MPEG-7  

Eom Min-Young (Dept. of Electrical and Electronic Engineering Yonsei University)
Choe Yoon-Sik (Dept. of Electrical and Electronic Engineering Yonsei University)
Won Chee-Sun (Dept. of Electronic Engineering, Dongguk University)
Nam Jae-Yeal (Dept. of Computer Science, Keimyung University)
Publication Information
Journal of the Institute of Electronics Engineers of Korea SP / v.43, no.4, 2006 , pp. 19-26 More about this Journal
Abstract
In these days, multimedia data is transmitted and processed in compressed format. Due to the decoding procedure and filtering for edge detection, the feature extraction process of MPEG-7 Edge Histogram Descriptor (EHD) is time consuming as well as computationally expensive. To improve efficiency of compressed image retrieval, we propose a new edge histogram generation algorithm in DCT domain in this paper. Using the edge information provided by the only two AC coefficients of DCT coefficients, we can get edge directions and strengths directly in DCT domain. The experimental results demonstrate that our system has good performance in terms of retrieval efficiency and effectiveness.
Keywords
MPEG-7; DCT; EHD; Edge;
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1 Chee Sun Won, Dong Kwon Park, and Soc- Iun Park, 'Efficient Use of MPEG-7 Edge Histogram Descriptor', ETRI Journal, Volume 34, Number 1, February 2002   DOI   ScienceOn
2 Michael Lee, Surya Nepal, Uma Srinivasan, 'Role of Edge Detection in Video Semantics', Pan Sydney Workshop on Visual Information Processing (VIP2002) , Australia, Conferences in Research and Practice in Information Technology, 22. Jin, J. S., Eades, P., Feng, D. D. and Yan, H, Eds., ACS. 59, 2003
3 Bo Shen and Ishwar K. Sethi, 'Direct feature extraction from compressed images', in IS&T SPIE: Storage and Retrieval for Image and Video Databases IV, vol. 1995-1996, CA, pp.33-49
4 Seong-Whan Lee, Young-Min Kim, and Sung Woo Choi, 'Fast Scence Change Detection using Direct Feature Extraction from MPEG compressed Videos', IEEE Trans on Vol. 2, December 2000   DOI   ScienceOn
5 MPEG-7, 'Text of ISO/IEC 15938-3/FDIS Information technology - Multimedia content description interlace - Part 3 Visual', ISO/IEC JTC1/SC29/WGll/N4358, July 2001, Sydney
6 B. S. Manjunath, Philippe Salembier, Thomas Sikora, 'Introduction to MPEG-7', WILLEY & SONS, LTD , pp. 183-184, 2002