Image fusion method and device
An image fusion and fusion algorithm technology, applied in the field of image processing, which can solve the problems of unreal images and inability to display image details clearly.
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Embodiment 1
[0066] figure 1 A schematic diagram of an image fusion process provided by an embodiment of the present invention, the process includes:
[0067] S101: Using the same division method, divide the acquired visible light image and infrared image into multiple levels, acquire the low frequency components of the visible light image and infrared image, and the high frequency components corresponding to each level, wherein the low frequency components contain at least A parameter, the high-frequency component includes at least one parameter.
[0068] The image fusion method provided by the embodiment of the present invention is applied to an electronic device, and the electronic device may be an image acquisition device, such as a video camera, a camera, etc., or may be a mobile phone, a personal computer (PC), a tablet computer, or the like.
[0069] The methods for image division include: region segmentation method, histogram method and pyramid transformation method, etc. Taking ...
Embodiment 2
[0084] In order to eliminate the noise in the visible light image and make the infrared information more prominent in the fused image, thereby improving the clarity of the fused image, on the basis of the above-mentioned embodiments, in the embodiment of the present invention, the acquisition After the visible light image and the infrared image correspond to the high-frequency components of each level, before determining the fused high-frequency components of each level, the method further includes:
[0085] performing mapping processing and median filtering on the high-frequency components corresponding to each level of the visible light image; and / or,
[0086] Amplify the high-frequency components corresponding to each level of the infrared image.
[0087] Specifically, the mapping rule can be set according to the value of each parameter in the high-frequency component of each level of the visible light image, for example: if the value of the parameter is in the range greate...
Embodiment 3
[0091] In the process of image acquisition, in the case of low illumination, there will be a lot of noise in the visible light image, and after the visible light image is divided, the noise is mainly manifested in the high frequency component of visible light. In order to improve the clarity of the fused image, In the embodiment of the present invention, the mapping processing of the high-frequency components corresponding to each level of the visible light image includes:
[0092] For the value of each parameter in the high-frequency component corresponding to each level of the visible light image, determine whether the absolute value of the value of the parameter is smaller than the first parameter threshold;
[0093] If yes, update the value of this parameter to zero;
[0094] If not, determine whether the absolute value of the parameter is smaller than a second parameter threshold, and if so, update the parameter value according to a preset parameter adjustment coefficient...
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