A Discriminant Multi-Scale Histopathology Descriptor Using Dictionary Learning

    March 2014 in “ Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ”
    David Romo, Juan D. García‐Arteaga, Pablo Arbeláez, Eduardo Romero
    Studysummary This study developed a novel multi-scale image descriptor using dictionaries for classifying histological images, achieving average recall and precision measures of 0.81 and 0.86 in identifying specific skin structures and pathologies.
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