Guaranteed Blind Sparse Spikes Deconvolution via Lifting and Convex Optimization
IEEE Journal of Selected Topics in Signal Processing(2016)
摘要
Neural recordings, returns from radars and sonars, images in astronomy and single-molecule microscopy can be modeled as a linear superposition of a small number of scaled and delayed copies of a band-limited or diffraction-limited point spread function, which is either determined by the nature or designed by the users; in other words, we observe the convolution between a point spread function and ...
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关键词
Deconvolution,Atomic measurements,Delays,Convolution,Minimization,Signal processing algorithms,Noise measurement
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