Image Deblurring using regularization

Anyone plz suggest relevant topic for research in image processing+Deep learning.?

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

How to increase a model accuracy ?

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

Chlorinated organic formation in odor control scrubbers using hypochlorite?

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

Image Processing and classification using keras/Tensorflow?

Do you have some recommendations approaches on Image processing and classification of plant diseases using TensorFlow/Keras?

02 March 2021 1,493 4 View

Which SAR dataset to use for generating coherency matrix and performing target decomposition (Description) ?

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

Do you know any MR image dataset?

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

Timeout error!! Processor in the loop (PIL) using STM32F4 Matlab 2018a?

Dear Researchers I am trying to perform a PIL simulation using STM32F4 Discovery board and comunication serial USB TO TTL. During simulation I receive the following timeout error: An error...

01 March 2021 2,327 1 View

What is the difference between L1 and L2 regularization in machine learning?

L1 and L2 regularization

28 February 2021 4,187 3 View

How to eliminate Steady state error from Reinforcement learning genetic algorithm code?

The following code (see 1st 2 images attached) is used to produce PID controller values that are designed to control the system (G). The code finds the PID controller values (noted as k) by using...

28 February 2021 6,560 14 View

How to prevent ANFIS Model from negative prediction values in MATLAB?

I have input and output data set for "ANFIS modeling in MATLAB", and I am getting some negative predicted values of output in testing. However, the predicted values of output in training are...

28 February 2021 3,459 3 View

Ravi Prasad Jagannath

http://www2.imm.dtu.dk/~pch/Regutools/index.html

above link may help you...!

Bashar A Rajoub

"This package computes a smooth regularized solution of an ill-posed linear inverse problem by a non-linear constraint minimization algorithm using the L-curve criterion. Implemented regularization schemes are Tikhonov, Tikhonov-Phillips, and quadratic variation for 2D problems (-> Wendlandt, M., Van Beek, J.D., Suter, U.W., Meier, B.H., "Determination of orientational order in deformed glassy PMMA from solid-state NMR data." Macromolecules 2005, Vol. 38, Issue 20, 8372-8380)."

http://www.mathworks.com/matlabcentral/fileexchange/7712

Erick Jorge Canales-Rodríguez

Hi,

Please, take a look at this link:

http://www.mathworks.es/es/help/images/image-restoration-deblurring.html

Judit Chamorro-Servent

The code recommended by Ravi and http://www.imm.dtu.dk/~pcha/HNO/ can help you also

Subeesh Vasu

https://github.com/subeeshvasu/Awesome-Deblurring