Multisource Data Fusion for the Detection of Settlements Without Electricity

Report on the 2021 IEEE GRSS Data Fusion Contest—Geospatial Artificial Intelligence for Social Good [Technical Committees]

“…The four winning teams of the 2021 DFC Track DSE were the following: ◗ First place: fengkexin team; Yanbiao Ma, Yuxin Li, Kexin Feng, and Xueli Geng (Xidian University, China); dualtask models based on squeeze-and-excitation networks followed by postprocessing based on expert priors [8]. ◗ Second place: WHU_YuXia team; Yu Xia, Qi Huang, and Hongyan Zhang (Wuhan University, China); ensembling of single-task and dual-task models based on global context convolutional neural networks and random forests [9].…”