Video motion compensation frame rate up-conversion forensics method based on noise level estimation
A noise level and motion compensation technology, applied in the direction of digital video signal modification, electrical components, image communication, etc., can solve the problem of lack of safe and reliable video anti-counterfeiting technology, and achieve the effect of solving anti-counterfeiting problems, good use effect and easy operation.
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[0013] The specific implementation of the present invention will be described in detail below in combination with specific situations.
[0014] In concrete implementation, the present invention is realized by the following steps:
[0015] (1) Calculate the Gaussian distribution standard deviation of each frame of the video to be identified to characterize the noise level, and obtain the standard deviation sequence, the method is: extract the luminance component f of the t-th frame video frame t , t=1,2,...,T, T is the total frame number of the video sequence, and the highest frequency subband coefficient of the first-level wavelet decomposition is calculated by formula (1):
[0016] Formula 1)
[0017] Among them, (m, n) is the coordinate of the pixel position, × indicates the convolution operation, the even index n=2k, m=2k, k≥0, which means filtering and subsampling by 2 when calculating the convolution at the non-negative position, and h ψ They are finite-length low-...
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