Publications Repository - Helmholtz-Zentrum Dresden-Rossendorf
1 PublicationThe Outcome of the 2021 IEEE GRSS Data Fusion Contest—Track MSD: Multitemporal Semantic Change Detection
Li, Z.; Lu, F.; Zhang, H.; Tu, L.; Li, J.; Huang, X.; Robinson, C.; Malkin, N.; Jojic, N.; Ghamisi, P.; Hänsch, R.; Yokoya, N.
Abstract
We present here the scientific outcomes of the 2021 Data Fusion Contest (DFC2021) organized by the Image Analysis and Data Fusion Technical Committee of the IEEE Geoscience and Remote Sensing Society. DFC2021 was dedicated to research on geospatial artificial intelligence (AI) for social good with a global objective of modeling the state and changes of artificial and natural environments from multimodal and multitemporal remotely sensed data toward sustainable developments. DFC2021 included two challenge tracks: “Detection of settlements without electricity” and “Multitemporal semantic change detection.” This article mainly focuses on the outcome of the multitemporal semantic change detection track. We describe in this article the DFC2021 dataset that remains available for further evaluation of corresponding approaches and report the results of the best-performing methods during the contest.
-
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15(2022), 1643-1655
DOI: 10.1109/JSTARS.2022.3144318
Cited 14 times in Scopus
Permalink: https://www.hzdr.de/publications/Publ-35714
Years: 2023 2022 2021 2020 2019 2018 2017 2016 2015