Outer approximation algorithms for canonical DC problems
Journal of Global Optimization
A generalized vector-valued total variation algorithm
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Domain decomposition methods with graph cuts algorithms for total variation minimization
Advances in Computational Mathematics
Fast Algorithms for Image Reconstruction with Application to Partially Parallel MR Imaging
SIAM Journal on Imaging Sciences
Total variation regularization algorithms for images corrupted with different noise models: a review
Journal of Electrical and Computer Engineering
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In this paper, we consider and study a total variation minimization model for color image restoration. In the proposed model, we use the color total variation minimization scheme to denoise the deblurred color image. An alternating minimization algorithm is employed to solve the proposed total variation minimization problem. We show the convergence of the alternating minimization algorithm and demonstrate that the algorithm is very efficient. Our experimental results show that the quality of restored color images by the proposed method are competitive with the other tested methods.