Fusing multimodal data of nature-economy-society for large-scale urban building height estimation

Shouhang Du, Hao Liu, Jianghe Xing, Shihong Du

Abstract: Highlights•Fusing multimodal data of nature-economy-society for building height estimation.•An autoencoder is applied for dimensionality reduction.•Proposing multi-scale 1-D CNN for estimating building heights.•Experiments in Beijing and Shanghai demonstrated the superiority of the method.