PolyU IR
 

PolyU Institutional Repository >
Electrical Engineering >
EE Journal/Magazine Articles >

Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/1535

Title: New image restoration performance measures with high precision
Authors: Choy, Steven S. O.
Chan, Yuk-hee
Siu, Wan-chi
Subjects: Image restoration
Restoration performance measure
Precision evaluation
Issue Date: Apr-1997
Publisher: SPIE
Citation: Optical engineering, Apr. 1997, v. 36, no. 4, p. 1035-1043.
Abstract: The field of image restoration lacks promising comparison vehicle for judging the effectiveness of competing algorithms. By far the most widely adopted quantitative measurement of image restoration performance is by means of the SNR improvement. In this paper we address the issues on performance assessment of image restoration and propose a unified framework for the performance measure. The SNR improvement, which is within the proposed framework, is shown to be an inappropriate performance measure for image restoration. By introducing a metric for pixel fidelity improvement and incorporating main properties of the human visual system into the measurement, we devise a performance measure of better quality, particularly of higher precision.
Description: DOI: 10.1117/1.601296
Rights: Copyright 1997 Society of Photo-Optical Instrumentation Engineers. One print or electronic copy may be made for personal use only. Systematic electronic or print reproduction and distribution, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited.
Type: Journal/Magazine Article
URI: http://hdl.handle.net/10397/1535
ISSN: 0091-3286
Appears in Collections:EE Journal/Magazine Articles

Files in This Item:

File Description SizeFormat
c_97oe.pdfPre-published version511.13 kBAdobe PDFView/Open



Facebook Facebook del.icio.us del.icio.us LinkedIn LinkedIn


All items in the PolyU Institutional Repository are protected by copyright, with all rights reserved, unless otherwise indicated.
No item in the PolyU IR may be reproduced for commercial or resale purposes.

 

© Pao Yue-kong Library, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
Powered by DSpace (Version 1.5.2)  © MIT and HP
Feedback | Privacy Policy Statement | Copyright & Restrictions - Feedback