crossrefRemote Sensing2023-09-06Cited by 7
Mapping Buildings across Heterogeneous Landscapes: Machine Learning and Deep Learning Applied to Multi-Modal Remote Sensing Data
Rachel E. Mason, Nicholas R. Vaughn, Gregory P. Asner
We describe the production of maps of buildings on Hawai’i Island, based on complementary information contained in two different types of remote sensing data. The maps cover 3200 km2 over a highly varied set of landscape types and building densities. A convolutional neural networ…