| 一种基于自适应双向扩散过程的无源毫米波图像去噪与增强 |
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| 引用本文： | 熊金涛,孙乾松,李良超,杨建宇.一种基于自适应双向扩散过程的无源毫米波图像去噪与增强[J].红外与毫米波学报,2011,30(6):556-560. |
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| 作者姓名： | 熊金涛 孙乾松 李良超 杨建宇 |
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| 作者单位： | 电子科技大学电子工程学院,四川成都,611731 |
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| 基金项目： | 国家自然科学基金(60776823)；国家自然科学基金重点项目(60632020) |
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| 摘 要： | 研究和设计了一种新型自适应双向扩散过程,对无源毫米波图像进行降噪和增强处理.根据图像的局部特征进行自适应扩散处理,在图像的同质区域进行各向同性扩散降低噪声,在图像的边缘处沿着图像边缘的切向方向进行正向扩散降低噪声,沿着图像边缘的法向方向进行反向扩散锐化边缘.通过对仿真图像和实测的91.5 GHz无源毫米波图像的实验表明...
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| 关 键 词： | 无源毫米波成像 偏微分方程 自适应双向扩散 图像增强 |
| 收稿时间： | 8/3/2010 12:00:00 AM |
| 修稿时间： | 2011/4/15 0:00:00 |
An adaptive bidirectional diffusion process for passive millimeter-wave image denoising and enhancement |
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| XIONG Jin-Tao,SUN Qian-Song,LI Liang-Chao and YANG Jian-Yu.An adaptive bidirectional diffusion process for passive millimeter-wave image denoising and enhancement[J].Journal of Infrared and Millimeter Waves,2011,30(6):556-560. |
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| Authors: | XIONG Jin-Tao SUN Qian-Song LI Liang-Chao and YANG Jian-Yu |
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| Affiliation: | School of Electronic Engineering, University of Electronic Science and Technology of China,School of Electronic Engineering, University of Electronic Science and Technology of China,School of Electronic Engineering, University of Electronic Science and Technology of China and School of Electronic Engineering, University of Electronic Science and Technology of China |
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| Abstract: | A new adaptive bidirectional diffusion process that denoises and enhances passive millimeter wave images is analyzed and designed, which can diffuse adaptively according to the local characteristics of the image. In the flat areas of the image, it executes an isotropic diffusion to denoise, and on the edges of the image, it executes a forward diffusion along the tangent direction to the isophote lines to denoise, a backward diffusion along the normal directions to sharpen edges. Experimental results completed with simulated image as well as actual passive millimeter-wave image in 91.5 GHz demonstrate that it can substantially denoise and enhance passive millimeter wave images. |
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| Keywords: | PMMW imaging partial differential equations adaptive bidirectional diffusion image enhancement |
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