Dictionary learning with the cosparse analysis model based on summation of blocked determinants as the sparseness measure

Author:

Li Yujie,Ding Shuxue,Li Zhenni

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Signal Processing,Artificial Intelligence,Applied Mathematics,Computer Vision and Pattern Recognition,Statistics, Probability and Uncertainty,Computational Theory and Mathematics

Reference41 articles.

1. Low-dimensional models for dimensionality reduction and signal recovery: a geometric perspective;Baraniuk;Proc. IEEE,2010

2. Analysis K-SVD: a dictionary-learning algorithm for the analysis sparse model;Rubinstein;IEEE Trans. Signal Process.,2013

3. The cosparse analysis model and algorithms;Nam;Appl. Comput. Harmon. Anal.,2013

4. From sparse solutions of systems of equations to sparse modeling of signals and images;Bruckstein;Soc. Ind. Appl. Math.,2009

5. Learning multiscale sparse representations for image and video restoration;Mairal;Soc. Ind. Appl. Math.,2008

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