thintro.m

％ Atomizer Main Directory, Version .802 里面信号含有分解去噪合成过程的代码 ％---------------------------------------

% ThIntro -- Info about ThDemo
%
% The files in this directory can reproduce the figures in the Ph.D.
% thesis
%    "Basis Pursuit"
% by S. Chen.
%
% This thesis is available by anonymous FTP from playfair.stanford.edu
% in the directory pub/chen_s, file thesis.ps.Z, or by WWW browser at
%	http://playfair.stanford.edu/~schen
%
% This thesis is a detailed version of the paper
%    "Atomic Decomposition by Basis Pursuit"
% by S. Chen and D.L. Donoho.
%	
% thfig21    -  Time-frequency plot of a wavelet packet atom
% thfig22    -  Synthesis versus Analysis: Blocks
% thfig23    -  Synthesis versus Analysis: Carbon
% thfig24    -  MOF representation is not sparse: Hydrogen
% thfig25    -  Superresolution: TwinSine-1
% thfig26    -  Counter Examples for MP and OMP
% thfig27    -  BOB cannot resolve nonorthogonality: WernerSorrows
% thfig31    -  Analyze Carbon
% thfig32    -  Superresolution: TwinSine-2
% thfig33    -  Analyze FM-Cosine
% thfig34    -  Analyze Gong
% thfig35    -  Dynamic Range: Dynamic-0
% thfig36    -  Dynamic Range: Dynamic-2
% thfig37    -  Dynamic Range: Dynamic-4
% thfig38    -  Phase plane evolution at BP-Interior iterations
% thfig41    -  Resemblance between BP and Multiscale Edges: HeaviSine
% thfig42    -  Analyze Mutli-Gong
% thfig43    -  Dictionary Merger
% thfig44    -  Dictionary Alternation
% thfig51    -  De-Noising noisy Carbon
% thfig52    -  De-Noising noisy Gong
% thfig53    -  Superresolution: noisy TwinSine-2
% thfig54    -  Total Variation De-Noising: Blocks
% thfig55    -  Total Variation De-Noising: HeaviSine
% thfig56    -  Total Variation De-Noising: Cusp
%
%		Routines for Tables
% thtab61    -  Barrier iteration log of BP_Interior: CGAccuracy = 1e-10
% thtab62    -  Barrier iteration log of BP_Interior: CGAccuracy = 1e-3
% thtab63    -  Barrier iteratino log of BPDN_Primal
% thtab64    -  Barrier iteration log of BPDN_Interior
% thtab65    -  Complexity of Basis Pursuit
% thtab66    -  Complexity of MOF, BOB and MP
% thtab67    -  Comparison of BP-Simplex versus BP-Interior
% thtab76    -  CPU running times of the figures
%