Deep Barcodes for Fast Retrieval of Histopathology Scans

no code implementations • 30 Apr 2018 • Meghana Dinesh Kumar, Morteza Babaie, Hamid Tizhoosh

We investigate the concept of deep barcodes and propose two methods to generate them in order to expedite the process of classification and retrieval of histopathology images.

General Classification Image Retrieval +1

A Comparative Study of CNN, BoVW and LBP for Classification of Histopathological Images

no code implementations • 27 Sep 2017 • Meghana Dinesh Kumar, Morteza Babaie, Shujin Zhu, Shivam Kalra, H. R. Tizhoosh

This paper is a comparative study describing the potential of using local binary patterns (LBP), deep features and the bag-of-visual words (BoVW) scheme for the classification of histopathological images.

Classification General Classification +1