Signal-correlated noise estimating method for image sensor
An image sensor and noise estimation technology, which is applied in image communication, image enhancement, image data processing, etc., and can solve problems such as high computational complexity, estimation, and poor effect.
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[0092] The technical problem to be solved by the present invention is to propose a method of estimating noise samples through smooth image blocks, and then using these noise sample values and the credibility of the sample values to reconstruct the noise level function (NLF) curve using sparse representation technology Methods. This method should not only be able to accurately estimate the noise function of different CCD images, but also not increase the computational complexity.
[0093] Technical scheme of the present invention is:
[0094]A method based on the image structure rather than the traditional method of calculating the variance of image blocks is used to find the smooth blocks of the image. Then these blocks are sampled according to the arrangement of the color filter matrix CFA to obtain a set corresponding to each gray value, and the mean and variance of this set are calculated to obtain a set of noise estimation sample points. At the same time, the reliabi...
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