Infrared and visible light image fusion method based on robust principal component sparse decomposition
A sparse decomposition and infrared image technology, applied in the field of image processing, can solve problems such as spectral information loss
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[0020] In order to make the purpose, solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the implementation modes and accompanying drawings.
[0021] see figure 1 , the infrared and visible light image fusion method based on robust principal component sparse decomposition of the present invention mainly includes the following process:
[0022] (1) Perform robust principal component analysis on the input infrared image IR and visible light image VI;
[0023] (2) Perform non-downsampling Contourlet transformation on the input infrared image IR and visible light image VI;
[0024] (3) Low-frequency sub-band image fusion of infrared image IR and visible light image VI;
[0025] (4) High-frequency sub-band image fusion of infrared image IR and visible light image VI;
[0026] (5) Reconstruct the fused sub-band image by using the non-subsampling Contourlet inverse transform method to obtain ...
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