Coastal Aquaculture Area Extraction Based on Self-Attention Mechanism and Auxiliary Loss
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2022.3230081
Abstract: With the development of deep learning in satellite remote sensing image segmentation, convolutional neural networks have achieved better results than traditional methods. In some full convolutional networks, the number of network layers usually increases to… read more here.
Keywords: network; self attention; area; coastal aquaculture ... See more keywords
Coastal Aquaculture Mapping from Very High Spatial Resolution Imagery by Combining Object-Based Neighbor Features
Sign Up to like & getrecommendations! Published in 2019 at "Sustainability"
DOI: 10.3390/su11030637
Abstract: Coastal aquaculture plays an important role in the provision of seafood, the sustainable development of regional and global economy, and the protection of coastal ecosystems. Inappropriate planning of disordered and intensive coastal aquaculture may cause… read more here.
Keywords: neighbor features; based neighbor; aquaculture; object based ... See more keywords