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文件名称:NonnegJune2009

  • 所属分类：
    Special Effects
  • 标签属性：
    [Matlab] [源码]
  • 上传时间：
    2012-11-16
  • 文件大小：
    421.61kb
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  • 提 供 者：
    s****
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当前论文主要考虑的是非信号依赖的高斯噪声下的图像恢复，本程序实现了泊松噪声下的图像恢复，泊松噪声为信号依赖噪声，能够更加有效逼近实际成像系统噪声。- This is the code that was used in the papers "A Nonnnegatively Constrained Convex Programming Method for Image Reconstruction", "Total Variation-Penalized Poisson Likelihood Estimation for Ill-Posed Problems", "Tikhonov Regularized Poisson Likelihood Estimation: Theoretical Justification and a Computational Method", "An Efficient Computational Method for Total Variation with Poisson Negative-Log Likelihood", "An Analysis of Regularization by Diffusion for Ill-Posed Poisson Likelihood Estimation," "An Iterative Method for Edge-Preserving MAP Estimation when Data-Noise is Poisson", and finally, "Regularization Parameter Selection Methods for Ill-Posed Poisson Maximum Likelihood Estimation". See my publications page for more details. The main algorithm is for nonnegatively constrained, regularized Poisson likelihood estimation. At this point you can choose Tikhonov, total variation regularization, and diffusion regularization. A number of other methods are also implemented. Regularizatio
相关搜索： poisson noise 图像恢复 efficient iterative maximum likelihood for image map estimation Total variation edge NonnegJune2009 NonnegJune2009.zip maximum likelihood image matlab

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下载文件列表

Nonneg June 2009/
Nonneg June 2009/CG/
Nonneg June 2009/CG/cg_bccb_mult_fft.asv
Nonneg June 2009/CG/cg_bccb_mult_fft.m
Nonneg June 2009/CG/cg_bttb_mult_fft.asv
Nonneg June 2009/CG/cg_bttb_mult_fft.m
Nonneg June 2009/CG/cg_paramselect.m
Nonneg June 2009/Circulant/
Nonneg June 2009/Circulant/bccb.m
Nonneg June 2009/Circulant/bccb_mult_fft.m
Nonneg June 2009/Circulant/circulant.m
Nonneg June 2009/Circulant/setup_circulant.asv
Nonneg June 2009/Circulant/setup_circulant.m
Nonneg June 2009/Circulant/setup_circulant.m~
Nonneg June 2009/Circulant/setup_circulant2.m
Nonneg June 2009/Circulant/setup_circulant_curt.m
Nonneg June 2009/Circulant/setup_circulant_Gauss.m
Nonneg June 2009/Circulant/setup_circulant_Gauss.m~
Nonneg June 2009/Circulant/sparse_bccb.m
Nonneg June 2009/Circulant/T_sparse_circ.m
Nonneg June 2009/Circulant/T_sparse_circ.m~
Nonneg June 2009/CostFunctions/
Nonneg June 2009/CostFunctions/leastsquareslhd_fun.asv
Nonneg June 2009/CostFunctions/leastsquareslhd_fun.m
Nonneg June 2009/CostFunctions/leastsquareslhd_hess.asv
Nonneg June 2009/CostFunctions/leastsquareslhd_hess.m
Nonneg June 2009/CostFunctions/poisslhd_fun.asv
Nonneg June 2009/CostFunctions/poisslhd_fun.m
Nonneg June 2009/CostFunctions/poisslhd_fun.m~
Nonneg June 2009/CostFunctions/poisslhd_hess.asv
Nonneg June 2009/CostFunctions/poisslhd_hess.m
Nonneg June 2009/CostFunctions/wls_fun.m
Nonneg June 2009/CostFunctions/wls_fun.m~
Nonneg June 2009/CostFunctions/wls_hess.m
Nonneg June 2009/DiffusionReg/
Nonneg June 2009/DiffusionReg/DiffusionMatrix.asv
Nonneg June 2009/DiffusionReg/DiffusionMatrix.m
Nonneg June 2009/DiffusionReg/laplacian.m
Nonneg June 2009/Discrepancy_Principle/
Nonneg June 2009/Discrepancy_Principle/disc_princ.asv
Nonneg June 2009/Discrepancy_Principle/disc_princ.m
Nonneg June 2009/Discrepancy_Principle/Disc_Principle.m
Nonneg June 2009/EM/
Nonneg June 2009/EM/EM.m
Nonneg June 2009/EM/EM.m~
Nonneg June 2009/EM/em_hist.mat
Nonneg June 2009/EM/EM_old.m
Nonneg June 2009/EM/GPNvEM.eps
Nonneg June 2009/EM/Plot2.m
Nonneg June 2009/EM/Plot2.m~
Nonneg June 2009/EM/poiss_hist.mat
Nonneg June 2009/Functions/
Nonneg June 2009/Functions/convolve_2d.m
Nonneg June 2009/Functions/extract.m
Nonneg June 2009/Functions/line_search_nn.m
Nonneg June 2009/Functions/Plot.m
Nonneg June 2009/Functions/psf_interp.m
Nonneg June 2009/Functions/randpoisson.m
Nonneg June 2009/Functions/vec_dot_product.m
Nonneg June 2009/GCV/
Nonneg June 2009/GCV/GCV.asv
Nonneg June 2009/GCV/GCV.m
Nonneg June 2009/GCV/gcv_fun.asv
Nonneg June 2009/GCV/gcv_fun.m
Nonneg June 2009/GPCG/
Nonneg June 2009/GPCG/gpcg.m
Nonneg June 2009/GPCG/gpcg.m~
Nonneg June 2009/GPCG/linesrch_quad.m
Nonneg June 2009/GPCG/linesrch_quad.m~
Nonneg June 2009/GPCG/Min_gpcg_wls.m
Nonneg June 2009/GPCG/OldStuff/
Nonneg June 2009/GPCG/OldStuff/junk.tex
Nonneg June 2009/GPCG/OldStuff/linesrch_quad_circ_new.m
Nonneg June 2009/GPCG/OldStuff/linesrch_quad_opt.m
Nonneg June 2009/GPCG/OldStuff/linesrch_quad_toep.m
Nonneg June 2009/GPCG/OldStuff/linesrch_quad_toep.m~
Nonneg June 2009/GPCG/OldStuff/ls_fun_new.m
Nonneg June 2009/GPCG/OldStuff/ls_fun_new.m~
Nonneg June 2009/GPCG/OldStuff/Min_ls.m
Nonneg June 2009/GPCG/OldStuff/Min_ls.m~
Nonneg June 2009/GPCG/OldStuff/wls_fun_new.m
Nonneg June 2009/GPCG/OldStuff/wls_fun_new.m~
Nonneg June 2009/GPCG/output_gpcg.m
Nonneg June 2009/GPCG/output_gpcg.m~
Nonneg June 2009/GPCG/sparse_wls_precond.m
Nonneg June 2009/GPCG/sparse_wls_precond.m~
Nonneg June 2009/GPCG_opt_fft/
Nonneg June 2009/GPCG_opt_fft/linesrch_quad_circ.m
Nonneg June 2009/GPCG_opt_fft/linesrch_quad_circ.m~
Nonneg June 2009/GPCG_opt_fft/ls_fun_circ.m
Nonneg June 2009/GPCG_opt_fft/ls_fun_circ.m~
Nonneg June 2009/GPCG_opt_fft/ls_hess_circ.m
Nonneg June 2009/GPCG_opt_fft/ls_hess_circ.m~
Nonneg June 2009/GPCG_opt_fft/Min_ls_circ.m
Nonneg June 2009/GPCG_opt_fft/Min_ls_circ.m~
Nonneg June 2009/GPNewton/
Nonneg June 2009/GPNewton/errmin_fun.m
Nonneg June 2009/GPNewton/GCV_grid.asv
Nonneg June 2009/GPNewton/GCV_grid.m
Nonneg June 2009/GPNewton/gpnewton.asv
Nonneg June 2009/GPNewton/gpnewton.m
Nonneg June 2009/GPNewton/gpnewton.m~
Nonneg June 2009/GPNewton/linesrch_cg.m
Nonneg June 2009/GPNewton/linesrch_cg.m~
Nonneg June 2009/GPNewton/linesrch_gp.m
Nonneg June 2009/GPNewton/linesrch_gp.m~
Nonneg June 2009/GPNewton/Min_poisson.asv
Nonneg June 2009/GPNewton/Min_poisson.m
Nonneg June 2009/GPNewton/Min_poisson.m~
Nonneg June 2009/GPNewton/Min_wls.asv
Nonneg June 2009/GPNewton/Min_wls.m
Nonneg June 2009/GPNewton/Old/
Nonneg June 2009/GPNewton/Old/gpnewton_paper.m
Nonneg June 2009/GPNewton/Old/gpnewton_s.m
Nonneg June 2009/GPNewton/Old/gpnewton_s.m~
Nonneg June 2009/GPNewton/output_gpnewton.m
Nonneg June 2009/GPNewton/RelErrMin.m
Nonneg June 2009/GPNewton/rel_err_grid.asv
Nonneg June 2009/GPNewton/rel_err_grid.m
Nonneg June 2009/GPNewton/sparse_precond.m
Nonneg June 2009/GPNewton/sparse_precond_wls.m
Nonneg June 2009/Lagged-Diffusivity/
Nonneg June 2009/Lagged-Diffusivity/cg.m
Nonneg June 2009/Lagged-Diffusivity/lagged_diffusivity.asv
Nonneg June 2009/Lagged-Diffusivity/lagged_diffusivity.m
Nonneg June 2009/Lagged-Diffusivity/linesrch_qua

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