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Caselles, V., Chambolle A., Cremers D., Novaga M., & Pock T. (2010).  An Introduction to Total Variation in image analysis. (Massimo Fornasier, Ed.).Theoretical Foundations and Numerical Methods for Sparse Recovery.
Caselles, V., Chambolle A., & Novaga M. (2010).  Total Variation in Imaging. Handbook of Mathematical Methods in Imaging, Springer Verlag.