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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제15권 제6호
- 발행연도
- 2019.1
- 수록면
- 1,449 - 1,461 (13page)
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초록· 키워드
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Face sketch synthesis plays an important role in public security and digital entertainment. In this paper, wepresent a novel face sketch synthesis method via local similarity and nonlocal similarity regularization terms. The local similarity can overcome the technological bottlenecks of the patch representation scheme intraditional learning-based methods. It improves the quality of synthesized sketches by penalizing the dissimilartraining patches (thus have very small weights or are discarded). In addition, taking the redundancy of imagepatches into account, a global nonlocal similarity regularization is employed to restrain the generation of thenoise and maintain primitive facial features during the synthesized process. More robust synthesized resultscan be obtained. Extensive experiments on the public databases validate the generality, effectiveness, androbustness of the proposed algorithm.
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참고문헌 (37)
참고문헌 신청
R. G. Uhl / 1996 / A framework for recognizing a facial image from a police sketch / Proceedings of IEEE Conference on Computer Vision and Pattern Recognition :586~593
N. Wang / 2017 / Anchored neighborhood index for face sketch synthesis / IEEE Transactions on Circuits and Systems for Video Technology 28(9):2154~2163
J. Wang / 2002 / Automatic image-based pencil sketch rendering / Journal of Computer Science and Technology 17(3):347~355
X. Li / 2012 / A simple framework for face photo-sketch synthesis / Mathematical Problems in Engineering 2012
Y. LeCun / 2015 / Deep learning / Nature 521(7553):436~444
N. Wang / 2017 / Anchored neighborhood index for face sketch synthesis / IEEE Transactions on Circuits and Systems for Video Technology 28(9):2154~2163
J. Wang / 2002 / Automatic image-based pencil sketch rendering / Journal of Computer Science and Technology 17(3):347~355
X. Li / 2012 / A simple framework for face photo-sketch synthesis / Mathematical Problems in Engineering 2012
Y. LeCun / 2015 / Deep learning / Nature 521(7553):436~444
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