Fisher discrimination dictionary pair learning for image classification
Sign Up to like & getrecommendations! Published in 2017 at "Neurocomputing"
DOI: 10.1016/j.neucom.2016.08.146
Abstract: Abstract Dictionary learning has played an important role in the success of sparse representation. Although several dictionary learning approaches have been developed for image classification, discriminative dictionary pair learning, i.e., jointly learning a synthesis dictionary… read more here.
Keywords: pair learning; dictionary pair; discrimination; fisher discrimination ... See more keywords
Fisher Discrimination Regularized Robust Coding Based on a Local Center for Tumor Classification
Sign Up to like & getrecommendations! Published in 2018 at "Scientific Reports"
DOI: 10.1038/s41598-018-27364-7
Abstract: Tumor classification is crucial to the clinical diagnosis and proper treatment of cancers. In recent years, sparse representation-based classifier (SRC) has been proposed for tumor classification. The employed dictionary plays an important role in sparse… read more here.
Keywords: classification; robust coding; regularized robust; tumor classification ... See more keywords