Deep Learning with Satellite Images and Volunteered Geographic Information
Posted in Publications, VGI Group on Jan 10th, 2018
Recently, deep learning has been widely applied in pattern recognition with satellite images. Deep learning techniques like Convolutional Neural Network and Deep Belief Network have shown outstanding performance in detecting ground objects like buildings and roads, and the learnt deep features are further applied in some prediction tasks like poverty and population mapping. On the [...]