Image understanding using sparse representations
Auteur :
Thiagarajan, Jayaraman J. / Ramamurthy, Karthikeyan Natesan / Turaga, Pavan / Spanias, Andreas
Éditeur :
Springer International Publishing AG
ISBN :
9783031011221
Date de publication :
24 avr. 2014
Dimensions :
23,5 x 19,1 cm
Langue :
Anglais
Pays d'origine :
Suisse
Frameworks that enhance the performance of sparse models in such applications by imposing constraints based on the prior discriminatory information and the underlying geometrical structure, and kernelizing the sparse coding and dictionary learning methods are presented.