Title :
Comparison between Wiener and CLS image restoration techniques for multichannel images
Author :
Shin, Jeong Ho ; Paik, Joon Ki ; Kang, Moon Gi
Author_Institution :
Dept. of Electron. Eng., Chung-Ang Univ., Seoul, South Korea
Abstract :
Recently, multichannel image restoration gains population in many applications such as color imaging systems, image sequences, etc. In the present paper, we classify many multichannel restoration techniques as Wiener and CLS approaches, which are respectively based on stochastic and deterministic models of the original image. We also compare two approaches in the sense of both restoration performance and implementational efficiency
Keywords :
Wiener filters; image restoration; least squares approximations; CLS filter; Wiener filter; deterministic model; multichannel image restoration; stochastic model; Autocorrelation; Degradation; Image restoration; Karhunen-Loeve transforms; Least squares methods; Mean square error methods; Moon; RF signals; Signal restoration; Wiener filter;
Conference_Titel :
Circuits and Systems, 1996., IEEE Asia Pacific Conference on
Conference_Location :
Seoul
Print_ISBN :
0-7803-3702-6
DOI :
10.1109/APCAS.1996.569331