Singular value modification video steganographic algorithm based on combination with improved matrix coding
A technology of video steganography and matrix coding, applied in the field of information hiding, can solve the problems that the embedding efficiency of embedding capacity needs to be improved, cannot adapt to large-capacity covert communication, and the number of secret information is limited, and achieves small carrier modification rate and small change in bit rate. , the effect of low bitrate increments
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[0051] The present invention will be described in detail below in conjunction with the accompanying drawings.
[0052] As an important part of linear algebra, Singular Value Decomposition (SVD) is an important matrix decomposition method. It has important applications in image signal processing and statistical analysis.
[0053] Assume that M is a matrix of order m×n, and all elements in it belong to the field K, which is the field of real numbers or complex numbers. Then there is a decomposition such that:
[0054] M=USV * (1)
[0055] Among them, U is a unitary matrix of order m×m; S is a diagonal matrix of order m×n; and V * , which is the conjugate transpose of V, is a unitary matrix of order n×n. Such a decomposition is called the singular value decomposition of M. Element S on the diagonal of S i,i That is, the singular value of M. Therefore, the value of S is uniquely determined by M.
[0056] see Figure 1-Figure 6 , the distribution of the maximum singular v...
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