no code implementations • 5 Feb 2024 • Hamed Amini Amirkolaee, Miaojing Shi, Lianghua He, Mark Mulligan
For the latter, an attention-to-adapt mechanism is introduced to distill relevant information from different domains while generating tree density maps; a hierarchical cross-domain feature alignment scheme is proposed that progressively aligns the features from the source and target domains.
1 code implementation • 12 Jul 2023 • Hamed Amini Amirkolaee, Miaojing Shi, Mark Mulligan
Automatic tree density estimation and counting using single aerial and satellite images is a challenging task in photogrammetry and remote sensing, yet has an important role in forest management.
1 code implementation • 12 Jul 2022 • Arnout van Soesbergen, Zedong Chu, Miaojing Shi, Mark Mulligan
Extensive experiments were conducted on this benchmark in the water body segmentation task, dam reservoir recognition task, and the joint dam reservoir extraction task.