Multi-geometric attack resistant robust watermarking method
A robust watermarking and geometric attack technology, applied in image data processing, instrumentation, image data processing, etc., can solve problems such as cutting irreversible attacks, difficulties in designing robust watermarking algorithms, and impossible restoration of original images
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[0045] The detailed description of the robust watermarking method against multiple geometric attacks proposed by the present invention is as follows in conjunction with the accompanying drawings.
[0046] 1. Construction of invariant feature space
[0047] The construction of the invariant feature space specifically includes the following steps:
[0048] Step 1: Compute the Directional Convolution Map
[0049] First, we compute the orientation graph G for H directions i , 1≤i≤H,G o (u, v) represents the gradient value of the pixel at the position (u, v) in the o direction. In order to keep the polarity of the pixel gray value change unchanged, set its value to zero when the value is less than zero. formalized as Here I represents the input image, o represents the direction of the gradient, (□) + The operation operator represents (a) + =max(a,0). Then use a different Gaussian kernel G for each direction map ∑ Do multiple convolutions to get convolution maps with different...
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