Ghosting reflection removal method based on image gradient sparsity
An image gradient and sparsity technology, applied in image enhancement, image analysis, image data processing, etc., can solve the problems of missing information and inapplicability, and achieve the effect of good comprehensive performance and shortened processing time.
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[0036] Such as figure 1 Shown is a schematic flow chart of the method of the present invention: the ghost reflection removal method based on image gradient sparsity provided by the present invention includes the following steps:
[0037] S1. Build a ghost reflection model;
[0038] In daily life, when shooting a scene through a layer of transparent glass, usually the captured picture has glass reflection, and there will be a problem of translation and attenuation of the second layer of reflection on the basis of the first layer of reflection; assuming the translation distance And the amount of attenuation is known, so the desired dereflection image can be obtained through optimization;
[0039] According to the uniqueness of this type of reflection, the following reflection model can be obtained
[0040]
[0041] where g∈R M×N , u∈R M×N , s ∈ R M×N , h represents a double-layer reflective convolution kernel. In the actual processing process, the above formula can be d...
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