A GPU-accelerated Multiclass Learning Framework for Multimedia

Conference object English OPEN
Arestis-Chartampilas, Stavros; Gkalelis, Nikolaos; Mezaris,Vasileios;
(2016)
  • Publisher: ACM Press
  • Related identifiers: doi: 10.1145/2964284.2967263
  • Subject: Discriminant analysis; GPU; multiclass classification; SVM
    acm: ComputingMethodologies_PATTERNRECOGNITION

In this paper, a combined nonlinear dimensionality reduction and multiclass classification framework is proposed. Specifically, a novel discriminant analysis (DA) technique, called accelerated kernel subclass discriminant analysis (AKSDA), derives a discriminant subspac... View more
Share - Bookmark