Multiscale Deformable Attention and Multilevel Features Aggregation for Remote Sensing Object Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3178479
Abstract: In this letter, a novel object detection method based on feature pyramid network (FPN) is proposed to improve the detection performance of remote sensing objects. First, since the information in the background regions may interfere… read more here.
Keywords: remote sensing; deformable attention; multiscale deformable; detection ... See more keywords
RADANet: Road Augmented Deformable Attention Network for Road Extraction From Complex High-Resolution Remote-Sensing Images
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3237561
Abstract: Extracting roads from complex high-resolution remote sensing images to update road networks has become a recent research focus. How to apply the contextual spatial correlation and topological structure of the roads properly to improve the… read more here.
Keywords: road; complex high; remote sensing; deformable attention ... See more keywords