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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제13권 제6호
- 발행연도
- 2017.1
- 수록면
- 1,628 - 1,639 (12page)
이용수
초록· 키워드
오류제보하기
The combination texture feature extraction approach for texture image retrieval is proposed in this paper.
Two kinds of low level texture features were combined in the approach. One of them was extracted fromsingular value decomposition (SVD) based dual-tree complex wavelet transform (DTCWT) coefficients, andthe other one was extracted from multi-scale local binary patterns (LBPs). The fusion features of SVD basedmulti-directional wavelet features and multi-scale LBP features have short dimensions of feature vector. Thecomparing experiments are conducted on Brodatz and Vistex datasets. According to the experimental results,the proposed method has a relatively better performance in aspect of retrieval accuracy and time complexityupon the existing methods.
목차
등록된 정보가 없습니다.
참고문헌 (18)
참고문헌 신청
A. Hassan / 2014 / Rotation and scale invariant texture classification by compensating for distribution changes using covariate shift in uniform local binary patterns / Elec
B. S. Manjunath / 1996 / Texture features for browsing and retrieval of image data / IEEE Transactions on Pattern Analysis and Machine Intelligence 18 (8) : 837 ~ 842
B. Zhang / 2010 / Local derivative pattern versus local binary pattern : face recognition with high-order local pattern descriptor / IEEE Transactions on Image Processing 19
I. J. Jacob / 2014 / Local oppugnant color texture pattern for image retrieval system / Pattern Recognition Letters 42 : 72 ~ 78
L. K. Rao / 2015 / Local quantized extrema patterns for content-based natural and texture image retrieval / Human-centric Computing and Information Sciences 5
B. S. Manjunath / 1996 / Texture features for browsing and retrieval of image data / IEEE Transactions on Pattern Analysis and Machine Intelligence 18 (8) : 837 ~ 842
B. Zhang / 2010 / Local derivative pattern versus local binary pattern : face recognition with high-order local pattern descriptor / IEEE Transactions on Image Processing 19
I. J. Jacob / 2014 / Local oppugnant color texture pattern for image retrieval system / Pattern Recognition Letters 42 : 72 ~ 78
L. K. Rao / 2015 / Local quantized extrema patterns for content-based natural and texture image retrieval / Human-centric Computing and Information Sciences 5
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