DeconvolutionCode-LevinEtAl07

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开发工具:matlab
文件大小:702KB
下载次数:13
上传日期:2018-10-22 12:51:50
上 传 者唯爱酥酥
说明:  所附代码提供了上述三种反卷积策略的实现。要开始,用户应该检查文件demo.m。反褶积子程序在以下文件中实现:deconvL2频率.m:在频域反褶积,假设高斯导数在前面。2.deconvL2.m:利用共轭梯度算法,假设在空间域上存在高斯导数先验的反褶积。3.deconvSps.m:利用迭代重加权最小二乘算法,在空间域上假设一个稀疏导数先验的反褶积。
(The enclosed code provides the implementation of the above three deconvolution strategies. To start, users should check the file demo.m. The deconvolution subroutine is implemented in the following files: deconvL2 frequency. M: deconvolution in frequency domain, assuming that the Gauss derivative is ahead. 2. DeconvL2. M: uses the conjugate gradient algorithm to assume the existence of Gauss derivative prior deconvolution in the spatial domain. 3.deconvSps. M: Using iterative weighted least squares algorithm, a sparse derivative prior deconvolution is assumed in the spatial domain. Users should note that all of the above functions assume that the convolution filter has an odd number of pixels on both dimensions.)

文件列表:
deconvL2.m (1858, 2007-04-29)
deconvL2_frequency.m (474, 2007-04-29)
deconvL2_w.m (2511, 2007-04-29)
deconvSps.m (1705, 2007-07-02)
demo.m (874, 2007-07-02)
fftconv.m (448, 2007-04-29)
demo_inp.mat (714852, 2007-04-29)

This package contains an implementation of the sparse deconvolution algorithm described in the paper: A. Levin, R. Fergus, F. Durand and W. T. Freeman: Image and Depth from a Conventional Camera with a Coded Aperture, SIGGRAPH 2007. A detailed tutorial and documentation of this algorithm is available on our project page: http://groups.csail.mit.edu/graphics/CodedAperture/SparseDeconv-LevinEtAL07.pdf Usage of this code is free for research goals only. (c) Anat Levin, alevin@csail.mit.edu, July 2007

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