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Library for continuous convex optimization in image analysis, together with a command line tool and Matlab interface.
Implements several recent algorithms for inverse problems and image segmentation with total variation regularizers and vectorial multilabel transition costs.
Also included is a suite for variational light field analysis, which ties into the HCI light field benchmark set and givens reference implementations for a number of our recently published algorithms.
*** NOTE: documentation on the SourceForge page is outdated and not updated anymore, please visit http://cocolib.net ***
Features
- CUDA Implementations of recent algorithms for variational image analysis
- (Growing) subset implemented in OpenCL
- Same subset with Matlab interface
- Library and example: command line tool for image processing
- Vectorial total variation: inverse problems, inpainting, optical flow
- Total variation: inverse problems, inpainting and segmentation
- Total Curvature: inverse problems, inpainting and segmentation
- Vectorial Multilabel problems: linear, cyclic and Potts interactions
- Light field analysis: depth estimation, regularization, segmentation
License
GNU General Public License version 2.0 (GPLv2)Follow cocolib / light field suite
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User Reviews
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The best open source library for variational image processing. Great work.
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Thank you for the nice work