I would like to expand knowledge in this field. Mainly I'm interested in the applications of the Compressed Sensing in the optics. Thank you in advance!
Dear Vladimir,
I would advise you to kindly refer to the following PDF as a startup
http://people.ricam.oeaw.ac.at/m.fornasier/CSFornasierRauhut.pdf
It's well explained :)
I think you can start with this following link
http://statweb.stanford.edu/~markad/publications/ddek-chapter1-2011.pdf
http://www.math.tu-berlin.de/fileadmin/i26_fg-kutyniok/Kutyniok/Papers/SurveyCS.pdf.
or you can go for any book, I think "Compressed Sensing: Theory and Applications by Yonina C. Eldar, Gitta Kutyniok " will be a good book for you
I hope that these books will help you
1. Donoho, D.L. ; Dept. of Stat., Stanford Univ., CA
Compressed sensing: http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=1614066&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D1614066
2. The Elements of Statistical Learning
Data Mining, Inference, and Prediction
Authors: Trevor Hastie, Robert Tibshirani, Jerome Friedman
ISBN: 978-0-387-84857-0 (Print) 978-0-387-84858-7 (Online)
http://link.springer.com/book/10.1007/978-0-387-84858-7
Best regards, Leonid
You can have a look on the following, useful especially for beginners :
1. https://sites.google.com/site/igorcarron2/cs
2. http://dsp.rice.edu/cs
All the best
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