Dynamic Image for 3D MRI Image Alzheimer's Disease Classification

1 code implementation • 30 Nov 2020 • Xin Xing, Gongbo Liang, Hunter Blanton, Muhammad Usman Rafique, Chris Wang, Ai-Ling Lin, Nathan Jacobs

We propose to apply a 2D CNN architecture to 3D MRI image Alzheimer's disease classification.

Classification General Classification

A Weakly Supervised Approach for Estimating Spatial Density Functions from High-Resolution Satellite Imagery

1 code implementation • 22 Oct 2018 • Nathan Jacobs, Adam Kraft, Muhammad Usman Rafique, Ranti Dev Sharma

We propose a neural network component, the regional aggregation layer, that makes it possible to train a pixel-level density estimator using only coarse-grained density aggregates, which reflect the number of objects in an image region.