Title :
On Over-Parameterized Model Based TV-Denoising
Author :
Nir, Tal ; Bruckstein, Alfred M.
Author_Institution :
Israel Inst. of Technol., Haifa
Abstract :
An over-parametrization model based total variation signal and image denoising method is proposed and analyzed in this paper. In cases where some structural information is provided on the signals or images of interest, this method may lead to substantial improvements in denoising performance.
Keywords :
image denoising; signal denoising; TV-denoising; image denoising method; over-parameterized model; total variation signal; Computer science; Equations; Gaussian noise; Image denoising; Image motion analysis; Noise reduction; Optical computing; Optical sensors; Signal analysis; TV;
Conference_Titel :
Signals, Circuits and Systems, 2007. ISSCS 2007. International Symposium on
Conference_Location :
Iasi
Print_ISBN :
1-4244-0969-1
Electronic_ISBN :
1-4244-0969-1
DOI :
10.1109/ISSCS.2007.4292706
