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Journal Article Papoulis-Gerchberg 방법의 개선에 의한 초해상도 영상 화질 향상
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Authors
장효식, 김덕규, 정윤수, 이태균, 원철호
Issue Date
2010-11
Citation
센서학회지, v.19, no.2, pp.118-123
ISSN
1225-5475
Publisher
한국센서학회
Language
Korean
Type
Journal Article
Abstract
This paper proposes super-resolution reconstruction algorithm for image enhancement. Super-resolution reconstruction algorithms reconstruct a high-resolution image from multi-frame low-resolution images of a scene. Conventional super- resolution reconstruction algorithms are iterative back-projection(IBP), robust super-resolution(RS)method and standard Papoulis-Gerchberg(PG)method. However, traditional methods have some problems such as rotation and ringing. So, this paper proposes modified algorithm to improve the problem. Experimental results show that this proposed algorithm solve the problem. As a result, the proposed method showed an increase in the PSNR for traditional super-resolution reconstruction algorithms.
KSP Keywords
Back projection(BP), High resolution images, Iterative back-projection, Low-resolution images, Multi-Frame, Super-resolution reconstruction, Traditional methods, image enhancement, low-resolution(LR), modified algorithm, reconstruction algorithm