Infrared image non-rigid registration based on regional information entropy demons algorithm

被引:0
|
作者
Lu Chaoliang [1 ]
Ma Lihua [1 ]
Yu Ming [1 ]
Cui Shumin [1 ]
Wu Qingrong [2 ]
机构
[1] Air Force Engn Univ, Sch Informat & Nav, Xian 710077, Shanxi, Peoples R China
[2] 95269Army, Guangzhou 510071, Guangdong, Peoples R China
关键词
image processing; fault detection; demons algorithm; information entropy; non-rigid registration; regional information entropy;
D O I
10.1117/12.2075406
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Infrared imaging fault detection which is treated as an ideal, non-contact, non-destructive testing method is applied to the circuit board fault detection. Since Infrared images obtained by handheld infrared camera with wide-angle lens have both rigid and non-rigid deformations. To solve this problem, a new demons algorithm based on regional information entropy was proposed. The new method overcame the shortcomings of traditional demons algorithm that was sensitive to the intensity. First, the information entropy image was gotten by computing regional information entropy of the image. Then, the deformation between the two images was calculated that was the same as demons algorithm. Experimental results demonstrated that the proposed algorithm has better robustness in intensity inconsistent images registration compared with the traditional demons algorithm. Achieving accurate registration between intensity inconsistent infrared images provided strong support for the temperature contrast.
引用
收藏
页数:8
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