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
Deep Learning became very popular theme in many research areas so I think it worth investing in learning this tool. The open question is which programming language is better for this aim and why?...
10 November 2018 892 1 View
Golang is relatively new language and I am not familiar with him (but I'm considering whether it's worth learning in the future). It is interesting, for each applications it can outperform...
10 November 2018 6,011 0 View
I am not familiar with Python(but I want to learn it), for image processing purposes I am use MATLAB and it is usually enough for me. For which image processing purposes Python can have advantage...
09 October 2018 6,849 20 View
Which is the best image segmentation technique that you can recommend? Please give references and links on the relevant MATLAB code implementation. Thank you in advance!
06 July 2018 8,999 5 View
Can anybody explain in the simple form why the blood of the relatives is not recommended in the case of the autoimmune hemolytic anemia? Thank you in advance.
08 September 2016 9,858 1 View
From the literature absorption of single mono layer of graphene is about 2%, when using the calculation based on model of Beer-Lambert for gold or silver the obtained result is also about 2%. From...
07 August 2016 6,054 5 View
Can someboddy explain this from the physical point of vew? Thank you in advance.
03 April 2016 6,011 1 View
Does somebody know a way or devices, which can help to do that? Thank you in advance!
31 December 2015 6,212 2 View
10 November 2015 2,634 4 View
For simulation I need connect few figures in the GUI, but when I open second GUI from the first, for example by adding the function gui2fig=open('secondgui.fig') in pushbutton's callback function,...
03 April 2015 7,395 3 View
I have selected brain tumor images ...but now found that already lots of research done n this topic.
03 March 2021 5,774 3 View
dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...
03 March 2021 6,994 5 View
I'm involved in a study of odor control technologies for municipal wastewater treatment plant. One of the control options involves a chemical 2-stage (acid/alkaline) packed bed scrubber. The...
03 March 2021 3,661 2 View
Do you have some recommendations approaches on Image processing and classification of plant diseases using TensorFlow/Keras?
02 March 2021 1,493 4 View
Working on chandrayaan-2 DFSAR data, there are three datasets available: 1) Slant range image data product: The slant range complex image file. Each pixel is represented by two 4-byte floating...
02 March 2021 8,481 3 View
I would like to research on MR images (0.5T and 3T). Can you please suggest some websites that I can download dataset including both 0.5T and 3T MR images? Thank you.
02 March 2021 7,735 3 View
As we know, crop yield estimation has been done traditionally with farmer's expert knowledge, deductive sampling in representative areas, and remote sensing with satellite imagery. Farmer's Expert...
01 March 2021 3,468 3 View
I want to find a quorum sensing inhibitor from plant extracts. Klebsiella pneumoniae, Moraxella catarrhalis, Staphylococcus aureus, and Streptococcus pneumoniae. I looked for these strains...
01 March 2021 7,675 3 View
I like to do project in laser measurement system. My objective is to eliminate or reduce the cosine error, abbe error in Laser measurement system. I have Rhenishaw XL80 system. Please tell the...
28 February 2021 4,890 3 View
We are trying to run fiber photometry experiments for long time scales, but we get these sinusoidal artifacts that come up. We think they may be caused by twisting of the fiber optic subject...
25 February 2021 568 1 View