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This is the code for Chaoyan Huang, Michael K. Ng, Tingting Wu, Tieyong Zeng,``Quaternion Dictionary Learning and Satuation-Value Total Variation-based Color Image Restoration'', in IEEE Transactions on Multimedia, doi: 10.1109/TMM.2021.3107162. with Gaussian blur (15,1) and Gaussian noise 12.75.