DocumentCode :
1712878
Title :
Research on a coupled shock-diffusion filter for passive millimeter-wave image enhancement
Author :
Sun, Qiansong ; Xiong, Jintao ; Li, Liangchao ; Yang, Jianyu ; Wang, Zhimin
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Volume :
2
fYear :
2010
Abstract :
In this paper, we analyze and design a new type of diffusion process that denoises and sharpens images for resolution enhancement of passive millimeter wave images, simultaneously. In this algorithm, a coupled shock-diffusion filter is designed, where, according to image features such as edges, textures, and fine parts, it performs a forward smoothing along the tangent direction to the isophote lines, a backward sharpening along the normal directions, or only an isotropic diffusion, respectively. A qualitative evaluation of this algorithm is illustrated with simulated data as well as imaging results from the passive millimeter-wave imaging system in 91.5 GHz. Experimental results demonstrate that our algorithm can substantially enhance image features on denoising image.
Keywords :
image denoising; image enhancement; image resolution; image texture; millimetre wave imaging; smoothing methods; coupled shock diffusion filter; frequency 91.5 GHz; image denoising; image features; image smoothing; isotropic diffusion; passive millimeter wave image enhancement; qualitative evaluation; Electric shock; Equations; Filtering algorithms; Image edge detection; Mathematical model; Noise; Optical filters; PMMW imaging; image enhancement; partial differential equations; shock-diffusion filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Systems (ICSPS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-6892-8
Electronic_ISBN :
978-1-4244-6893-5
Type :
conf
DOI :
10.1109/ICSPS.2010.5555428
Filename :
5555428
Link To Document :
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