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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 제3호
- 발행연도
- 2017.6
- 수록면
- 448 - 463 (16page)
- DOI
- https://doi.org/10.3745/JIPS.02.0059
이용수
초록· 키워드
오류제보하기
Multimedia is a ubiquitous and indispensable part of our daily life and learning such as audio, image, and video. Objective and subjective quality evaluations play an important role in various multimedia applications.
Blind image quality assessment (BIQA) is used to indicate the perceptual quality of a distorted image, while its reference image is not considered and used. Blur is one of the common image distortions. In this paper, we propose a novel BIQA index for Gaussian blur distortion based on the fact that images with different blur degree will have different changes through the same blur. We describe this discrimination from three aspects: color, edge, and structure. For color, we adopt color histogram; for edge, we use edge intensity map, and saliency map is used as the weighting function to be consistent with human visual system (HVS); for structure, we use structure tensor and structural similarity (SSIM) index. Numerous experiments based on four benchmark databases show that our proposed index is highly consistent with the subjective quality assessment.
목차
등록된 정보가 없습니다.
참고문헌 (26)
참고문헌 신청
L. J. Karam / 2009 / Introduction to the issue on visual media quality assessment / IEEE Journal of Selected Topics in Signal Processing 3(2):189~192
Souad Bekkouch / 2015 / Robust and Reversible Image Watermarking Scheme Using Combined DCT-DWT-SVD Transforms / JIPS(Journal of Information Processing Systems) 11(3):406~420
J. Agarwal / 2015 / Implementation of hybrid image fusion technique for feature enhancement in medical diagnosis / Human-Centric Computing and Information Sciences 5(3):1~17
Z. Wang / 2004 / Image quality assessment : from error visibility to structural similarity / IEEE Transactions on Image Processing 13(4):600~612
S. Maksimovic-Moicevic / 2015 / Edge-texture 2D image quality metrics suitable for evaluation of image interpolation algorithms / Computer Science and Information Systems 12(2):405~425
Souad Bekkouch / 2015 / Robust and Reversible Image Watermarking Scheme Using Combined DCT-DWT-SVD Transforms / JIPS(Journal of Information Processing Systems) 11(3):406~420
J. Agarwal / 2015 / Implementation of hybrid image fusion technique for feature enhancement in medical diagnosis / Human-Centric Computing and Information Sciences 5(3):1~17
Z. Wang / 2004 / Image quality assessment : from error visibility to structural similarity / IEEE Transactions on Image Processing 13(4):600~612
S. Maksimovic-Moicevic / 2015 / Edge-texture 2D image quality metrics suitable for evaluation of image interpolation algorithms / Computer Science and Information Systems 12(2):405~425
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