Deep Attention Unet: A Network Model with Global Feature Perception Ability. (arXiv:2304.10829v1 [cs.CV])

Remote sensing image segmentation is a specific task of remote sensing image
interpretation. A good remote sensing image segmentation algorithm can provide
guidance for environmental protection, agricultural production, and urban
construction. This paper proposes a new type of UNet image segmentation
algorithm based on channel self attention mechanism and residual connection
called . In my experiment, the new network model improved mIOU by 2.48%
compared to traditional UNet on the FoodNet dataset. The image segmentation
algorithm proposed in this article …

algorithm article arxiv attention construction dataset environmental experiment feature global good guidance image interpretation network paper perception production protection segmentation sensing type unet