Title :
Application Study of Near-neighbor Algorithm on Three-dimensional Microscope Image Restoration
Author :
Wang, Xia ; Yao, Jinli ; Jin, Weiqi ; Chen, Hua ; Su, Binghua
Author_Institution :
Beijing Inst. of Technol., Beijing
Abstract :
The near-neighbor algorithm is one of main methods of three-dimensional (3D) microscope image restoration. The suitable selection of slice number M, parameter c and alpha in the near-neighbor algorithm can obtain best recovering quality, while not increase the amount of calculation. In this paper, firstly the fundamental of near-neighbor algorithm is introduced. Then the best choice of coefficients c and alpha in the near-neighbor algorithm under different slice number is obtained by comparing the restoration quality with different choices of the coefficients. And we also obtain the reasonable selection of slice number M. Compared with 3D deconvolution algorithm, the near-neighbor algorithm is simple, easy to program and suitable to observe living specimen.
Keywords :
biomedical optical imaging; image restoration; medical image processing; optical microscopy; 3D microscope image restoration; image quality; living specimen observation; near-neighbor algorithm; slice number; Biomedical engineering; Biomedical imaging; Biomedical optical imaging; Deconvolution; Emulation; Frequency; Image restoration; Optical filters; Optical imaging; Optical microscopy;
Conference_Titel :
Complex Medical Engineering, 2007. CME 2007. IEEE/ICME International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1077-4
Electronic_ISBN :
978-1-4244-1078-1
DOI :
10.1109/ICCME.2007.4381865
