Forming Local Intersections of Projections for Classifying and Searching Histopathology Images

no code implementations • 8 Aug 2020 • Aditya Sriram, Shivam Kalra, Morteza Babaie, Brady Kieffer, Waddah Al Drobi, Shahryar Rahnamayan, Hany Kashani, Hamid. R. Tizhoosh

In this paper, we propose a novel image descriptor called Forming Local Intersections of Projections (FLIP) and its multi-resolution version (mFLIP) for representing histopathology images.

A new Local Radon Descriptor for Content-Based Image Search

no code implementations • 30 Jul 2020 • Morteza Babaie, Hany Kashani, Meghana D. Kumar, Hamid. R. Tizhoosh

Content-based image retrieval (CBIR) is an essential part of computer vision research, especially in medical expert systems.

Content-Based Image Retrieval Retrieval

Recognizing Magnification Levels in Microscopic Snapshots

no code implementations • 7 May 2020 • Manit Zaveri, Shivam Kalra, Morteza Babaie, Sultaan Shah, Savvas Damskinos, Hany Kashani, H. R. Tizhoosh

In this paper, we extract deep features of the images available on TCGA dataset with known magnification to train a classifier for magnification recognition.