Title :
A no-reference ringing metrics for images deconvolution
Author :
Zuo, Bo-Xin ; Tian, Jin-Wen ; Ming, De-lie
Author_Institution :
State Key Lab. of Educ. Comm. for Image Process. & Intell. Control, Huazhong Univ. of Sci. & Technol., Wuhan
Abstract :
In this paper, we presented a ringing metric to evaluate the quality of images restored using iterative image restoration algorithms. A ringing metrics is used to assessment the restored images based on the Gabor filter. The experimental results validate the proposed method perform well over a wide range of restoration image ringing levels assessment. And the proposed model has given good agreement with observer ratings obtained in subjective experiments.
Keywords :
Gabor filters; deconvolution; image restoration; iterative methods; Gabor filter; images deconvolution; images quality; iterative image restoration algorithms; no-reference ringing metrics; Deconvolution; Gabor filters; Image coding; Image edge detection; Image quality; Image restoration; Pattern analysis; Pattern recognition; Signal restoration; Wavelet analysis; Deconvolution; Gabor Filter; Image quality assessment; Metric; Ringing;
Conference_Titel :
Wavelet Analysis and Pattern Recognition, 2008. ICWAPR '08. International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-2238-8
Electronic_ISBN :
978-1-4244-2239-5
DOI :
10.1109/ICWAPR.2008.4635757
