Muhammad Ahmed Bhimra

Using 3D Residual Network for Spatio-temporal Analysis of Remote Sensing Data

In this paper, we propose an approach to recognize spatio-temporal changes from remote sensing data. Instead of performing independent analysis on each instance of satellite imagery, we proposed a 3D Convolutional Neural Network (CNN) based on the ResNet architecture. Our approach takes as input a 3…