Mono-pixel camera video imaging system based on compression sensing theory
An imaging system and compressed sensing technology, applied to the components of the TV system, TV, image communication, etc., can solve the problems of increasing the continuous sampling period, not involving the sampling method, and the cumbersome algorithm structure, so as to improve the acquisition speed and meet the needs of video Imaging requirements, the effect of increasing the sampling rate
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[0019] The present invention will be further described below in conjunction with the accompanying drawings and specific embodiments.
[0020] as attached figure 1 As shown, first generate a Hadamard matrix with a size of N×N, and then randomly select M row vectors from the Hadamard matrix, and the partial Hadamard matrix obtained after selecting M rows has strong non-correlation characteristics and Partially orthogonal, so the measurement matrix requires fewer observations than other matrices, but due to the construction of the Hadamard matrix itself, its dimension must be an integer power of 2.
[0021] Walsh transform has the following characteristics: fast algorithm, real number operation, addition and subtraction, fast speed, can be realized by hardware, and low precision.
[0022] Rademaker function:
[0023] R(n,t)=sign[sin(2 n πt)] (1)
[0024] Walsh functions for Walsh sequences:
[0025]
[0026] p=log 2 (N) is the number of bits corresponding to the sequence...
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