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deconvtv - fast algorithm for total variation deconvolution

4.9 | 15 ratings Rate this file 79 Downloads (last 30 days) File Size: 422 KB File ID: #43600 Version: 1.0
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deconvtv - fast algorithm for total variation deconvolution



Fast numerical solver for total variation regularized least-squares deconvolution problems.

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Total variation regularized least-squares deconvolution is one of the most standard image processing problems. This package provides an implementation of the current state-of-art algorithm using the concept of augmented Lagrangian [1], which can be considered as a variation of the popularly known Alternating Direction Methods of Multipliers (ADMM). The user interface of deconvtv is identical to the current MATLAB's deconvolution tools, including deconvwnr, deconvlucy, and deconvreg:

out = deconvtv(img, psf, mu, opt);

deconvtv supports direct space-time processing for both image and video deconvolution problems.

Applications of deconvtv include, and are not limited to: image and video deblurring, image and video denoising, depth data enhancement, hot-air turbulence stabilization, and multi-view synthesis.

For additional information and citations, please refer to:
[1] S.H. Chan, R. Khoshabeh, K.B. Gibson, P.E. Gill, and T.Q. Nguyen, "An augmented Lagrangian method for total variation video restoration", IEEE Trans. Image Process., vol. 20, no. 11, p. 3097-3111, 2011.

Required Products Image Processing Toolbox
MATLAB release MATLAB 7.12 (R2011a)
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Comments and Ratings (16)
16 Jul 2015 Omid Faghihi

16 Jul 2015 Omid Faghihi

16 Jul 2015 Omid Faghihi

09 Jun 2015 Jin

Jin (view profile)

Very neat codes.
And for mac system, I just cancel the lines about memory to make it work.

10 Apr 2014 Enming

Enming (view profile)

27 Sep 2013 Hal

Hal (view profile)

25 Sep 2013 Lester Liu

24 Sep 2013 Yi

Yi (view profile)

good for image deblurring

24 Sep 2013 Zucheul

24 Sep 2013 Zucheul

24 Sep 2013 Jason

Jason (view profile)

24 Sep 2013 Kyoung Rok

24 Sep 2013 Enming

Enming (view profile)

The code is fairly easy to use. I try it for image denoising. The speed is really fast even though it's a global operation.

24 Sep 2013 Byeong Keun Kang

24 Sep 2013 Byeong Keun Kang

24 Sep 2013 bmv

bmv (view profile)

Error using memory
Function MEMORY is not available on this platform.
Error in deconvtv (line 69)
memory_condition = memory;

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