Simultaneous Detection and Quantification of Retinal Fluid with Deep Learning

no code implementations • 17 Aug 2017 • Dustin Morley, Hassan Foroosh, Saad Shaikh, Ulas Bagci

We propose a new deep learning approach for automatic detection and segmentation of fluid within retinal OCT images.

Data Augmentation Segmentation

Improving RANSAC-Based Segmentation Through CNN Encapsulation

no code implementations • CVPR 2017 • Dustin Morley, Hassan Foroosh

In this work, we present a method for improving a random sample consensus (RANSAC) based image segmentation algorithm by encapsulating it within a convolutional neural network (CNN).

Image Segmentation Iris Recognition +2