Sparse Modeling for Image and Vision Processing

Insignalprocessing,sparsecodingconsistsofrepresentingdatawithlinearcombinationsofafewdictionaryelements.Subsequently,thecorrespondingtoolshavebeenwidelyadoptedbyseveralscientificcommunitiessuchasneuroscience,bioinformatics,orcomputervision.Thegoalofthismonographistoofferaself-containedvi