deconvtv solves the following four types of total variation minimization problems
- Anisotropic TV/L1
- Anisotropic TV/L2
- Isotropic TV/L1
- Isotropic TV/L2 (default)
The followings are examples of deconvtv.
Application 1: Image Deblurring
Application 2: Video Deblurring
| Original | 8x Original |
 |
 |
| Shechtman 2005 | deconvtv |
 |
 |
Application 3: Disparity Refinement
Application 4: Hot-air Turbulence Stabilization
| Before (Click to Zoom in) | After (Click to Zoom in) |
 |
 |
Publication
This software is a MATLAB implementation for the following paper(s):
- 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 Transactions on Image Processing, vol. 20, no. 11, p. 3097-3111, 2011.
chan_khoshabeh_gibson_2011.pdf - R. Khoshabeh, S. H. Chan, and T. Q. Nguyen, “Spatio-temporal consistency in video disparity estimation”,Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '11). p. 885-888, 2011. khoshabeh_chan_nguyen_2011.pdf
- S. H. Chan, R. Khoshabeh, K. B. Gibson, P. E. Gill, and T. Q. Nguyen, “An augmented Lagrangian method for video restoration”, Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '11). IEEE, p. 941-944, 2011. chan_khoshabeh_gibson_2011_icassp.pdf
More details about the software can be found at http://seas.harvard.edu/~schan/deconvtv
Recent Releases
| Version | Package | Date | |
|---|---|---|---|
| deconvtv Version 1 | Download (567.02 KB) | Release info | Apr 15 2013 |