An efficient algorithm for sparse representations with lp data fidelity term
作者： Brendt Wohlberg , Paul Rodriguz
DOI:
关键词: Fidelity 、 Noise (video) 、 Theoretical computer science 、 Computer science 、 Linear programming 、 Efficient algorithm 、 Term (time) 、 Sparse approximation 、 Iterative method
摘要:
osti.gov参考文章(18)
S. Esedoglu, T. Chan, A. Yip, F. Park, Recent Developments in Total Variation Image Restoration ,(2004)
P. Vandergheynst, L. Granai, Sparse Approximation by Linear Programming using an L1 Data-Fidelity Term Proc. of Workshop on Signal Processing with Adaptative Sparse Structured Representations. ,(2005)
I.F. Gorodnitsky, B.D. Rao, A new iterative weighted norm minimization algorithm and its applications ieee workshop on statistical signal and array processing. pp. 412- 415 ,(1992) , 10.1109/SSAP.1992.246872
Brendt Wohlberg, Paul Rodriguez, An Iteratively Reweighted Norm Algorithm for Minimization of Total Variation Functionals IEEE Signal Processing Letters. ,vol. 14, pp. 948- 951 ,(2007) , 10.1109/LSP.2007.906221
Scott Shaobing Chen, David L. Donoho, Michael A. Saunders, Atomic Decomposition by Basis Pursuit SIAM Journal on Scientific Computing. ,vol. 20, pp. 33- 61 ,(1998) , 10.1137/S1064827596304010
R. Wolke, H. Schwetlick, Iteratively Reweighted Least Squares: Algorithms, Convergence Analysis, and Numerical Comparisons SIAM Journal on Scientific and Statistical Computing. ,vol. 9, pp. 907- 921 ,(1988) , 10.1137/0909062
Mila Nikolova, A Variational Approach to Remove Outliers and Impulse Noise Journal of Mathematical Imaging and Vision. ,vol. 20, pp. 99- 120 ,(2004) , 10.1023/B:JMIV.0000011920.58935.9C
Albert E. Beaton, John W. Tukey, The Fitting of Power Series, Meaning Polynomials, Illustrated on Band-Spectroscopic Data Technometrics. ,vol. 16, pp. 147- 185 ,(1974) , 10.1080/00401706.1974.10489171
J A Scales, A Gersztenkorn, Robust methods in inverse theory Inverse Problems. ,vol. 4, pp. 1071- 1091 ,(1988) , 10.1088/0266-5611/4/4/010
Peter J. Huber, Robust Regression: Asymptotics, Conjectures and Monte Carlo Annals of Statistics. ,vol. 1, pp. 799- 821 ,(1973) , 10.1214/AOS/1176342503