효과적인 이미지 검색을 위한 연장 해쉬 (Extendible hash) 기반 인덱싱 및 검색 기법Indexing and Matching Scheme for Content-based Image Retrieval based on Extendible Hash
- Other Titles
- Indexing and Matching Scheme for Content-based Image Retrieval based on Extendible Hash
- Authors
- 탁윤식; 황인준
- Issue Date
- 2010
- Publisher
- 한국전기전자학회
- Keywords
- Hash; Image Retrieval; Range Search; Shape Feature; Image Indexing; Hash; Image Retrieval; Range Search; Shape Feature; Image Indexing
- Citation
- 전기전자학회논문지, v.14, no.4, pp.335 - 341
- Indexed
- KCI
- Journal Title
- 전기전자학회논문지
- Volume
- 14
- Number
- 4
- Start Page
- 335
- End Page
- 341
- URI
- https://scholar.korea.ac.kr/handle/2021.sw.korea/117982
- ISSN
- 1226-7244
- Abstract
- So far, many researches have been done to index high-dimensional feature values for fast content-based image retrieval. Still, many existing indexing schemes are suffering from performance degradation due to the curse of dimensionality problem. As an alternative, heuristic algorithms have been proposed to calculate the result with ‘high probability’ at the cost of accuracy. In this paper, we propose a new extendible hash-based indexing scheme for high-dimensional feature values. Our indexing scheme provides several advantages compared to the traditional high-dimensional index structures in terms of search performance and accuracy preservation. Through extensive experiments, we show that our proposed indexing scheme achieves outstanding performance.
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Collections - College of Engineering > School of Electrical Engineering > 1. Journal Articles
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