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Region-based Image retrieval using EHD and CLD of MPEG-7  

Ryu Min-Sung (Department of Electronic Engineering, Dongguk University)
Won Chee Sun (Department of Electronic Engineering, Dongguk University)
Publication Information
Journal of the Institute of Electronics Engineers of Korea CI / v.43, no.1, 2006 , pp. 27-34 More about this Journal
Abstract
In this paper, we propose a combined region-based image retrieval system using EHD(Edge Histogram Descriptor) and CLD(Color Layout Descriptor) of MPEG-7 descriptors. The combined descriptor can efficiently describe edge and color features in terms of sub-image regions. That is, the basic unit for the selection of the region-of-interest (ROI) in the image is the sub-image block of the EHD, which corresponds to 16 (i.e., $4{\times}4)$ non-overlapping image blocks in the image space. This implies that, to have a one-to-one region correspondence between ELE and CLD, we need to take an $8{\times}8$ inverse DCT (IDCT) for the CLD. Experimental results show that the proposed retrieval scheme can be used for image retrieval with the ROI based image retrieval for MPEG-7 indexed images.
Keywords
MPEG-7; Image-Retrieval; EHD; CLD;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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1 Feng Jing, Mingjing Li, Hong- Jiang Zhang, Bo Zhang, 'LEARNING REGION WEIGHING FROM RELEVANCE FEEDBACK IN IMAGE RETRIEVAL', IEEE International Conference on Acoustics, Speech, and Signal Processing, 2002. Proceeding. (ICASSP'02), VOL 4,IV-4088-IV-4091 13-17 May 2002
2 B. S. Manjunath, P. Salembier, T. Sikora, Introduction to MPEG-7, pp.179, West Sussex. England, 2002
3 강희범, 원치선, 'MPEG-7 디스크립터들의 조합을 이용한 영상 검색', 방송공학회 논문지 제 8권 1호, pp91-100, 2003   과학기술학회마을
4 Zoran Stejic, Yasumi Takama, Kaoru Hirota, 'Relevance Feedback-Based Image Retrieval Interface Incorporating Region and Feature Saliency Patterns as Visualizable Image Similarity Criteria', IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS ,VOL 50, NO 5, OCTOBER 2003   DOI   ScienceOn
5 ISO/IEC JTC 1/SC 29/WG 11 N4918'Text of ISO/IEC TR 15938-8 (Extraction and Use of MPEG-7 Descriptions)', July 2002, Klagenfurt
6 Carson, C., Belongie, S., Greenspan, H, Malik, J., Region-based image querying, Proceedings IEEE Workshop on Content-Based Access of Image and Video Libraries, 20 June 1997 Pages: 42-49   DOI
7 ISO/IEC JTC1/SC29/WG11/M6029, 'Subjective Evaluation of the MPEG-7 Retrieval Accuracy Measure(ANMRR)', Geneva, May 2000
8 Kutics, A.; Nakajima, M.; Ieki, T. ; Mukawa, N. ; An object-based image retrieval system using an inhomogeneous diffusion model, Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on, Volume: 2, 24-28 Oct. 1999 Pages: 590-594 vol.2   DOI
9 Min-Sung Ryu, Soo-Jun Park, Chee Sun Won, ISO/IEC JTC1/SC29 M11641: 'Photo retrieval based on Region of Interest(ROI), VCE-5', 2005
10 Huseyin O., Chen T., Wu HR., Performance evaluation of multiple regions-of-interest query for accessing image databases, Intelligent Multimedia, Video and Speech Processing, 2001. Proceedings of 2001 International Symposium on, 2-4 May 2001 Pages: 300-303   DOI
11 Yamamoto, H, Iwasa. H, Yokoya. N., Takemura, H, Content-based similarity retrieval of images based on spatial color distributions Image Analysis and Processing, 1999. Proceedings. International Conference on, 27-29 Sept. 1999 Pages: 951-956   DOI