Title :
Blind Image Deconvolution Using Support Vector Regression
Author :
Li, Dalong ; Mersereau, Russell M. ; Simske, Steven
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
fDate :
March 18-23, 2005
Keywords :
deconvolution; image restoration; learning (artificial intelligence); optical transfer function; regression analysis; support vector machines; ISNR; PSF; blind deblurring tests; blind image deconvolution; improvement of signal to noise ratio; machine learning; noise energy; noisy blurred image restoration; point spread function; support vector regression; training set; Convolution; Deconvolution; Degradation; Image restoration; Iterative algorithms; Laboratories; Machine learning algorithms; Signal restoration; Signal to noise ratio; Testing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415354
