Title :
Image restoration of confocal microscopy based on deconvolution algorithms for biological structure
Author :
Yamashita, Isao ; Teranishi, Masaru ; Yoshioka, Michifumi ; Murayama, Takashi ; Kimori, Yoshitaka
Author_Institution :
Osaka Prefecture University
fDate :
May 31 2015-June 3 2015
Abstract :
In general, an image degraded by blurring or defocusing is restored by deconvolution using a substantially constant PSF. However, in the case of a confocal laser microscope, there is a problem that the PSF varies according to the depth of focus. In order to overcome this problem, we adopt the iterative approach to estimate the PSF by a blind deconvolution. In order to confirm the effectiveness of our approach, we make some experiments.
Keywords :
Convolution; Deconvolution; Estimation; Image restoration; Mathematical model; Microscopy; Noise;
Conference_Titel :
Control Conference (ASCC), 2015 10th Asian
Conference_Location :
Kota Kinabalu, Malaysia
DOI :
10.1109/ASCC.2015.7244664