Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning

16 Jun 2015Tiep Huu VuHojjat Seyed MousaviVishal MongaArvind UK RaoGanesh Rao

In histopathological image analysis, feature extraction for classification is a challenging task due to the diversity of histology features suitable for each problem as well as presence of rich geometrical structures. In this paper, we propose an automatic feature discovery framework via learning class-specific dictionaries and present a low-complexity method for classification and disease grading in histopathology... (read more)

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