Oct 16, 2023 · This letter proposes a context-aware road extraction method for remote sensing imagery based on a transformer network.

A Context-Aware Road Extraction Method for Remote Sensing Imagery Based on Transformer Network · Zhang, Xiaokai · Ma, Xianzhi · Yang, Zhigang · Liu, Xilin · Chen, ...

This paper proposes a context-aware road extraction method for remote sensing imagery based on Transformer network, in which, a foreground feature enhancement ...

This letter proposes a context-aware road extraction method for remote sensing imagery based on a transformer network, in which, a foreground feature ...

Apr 1, 2024 · In this paper, we propose a road extraction based on deformable self-attention computation, termed DOCswin-Trans (Deformable and Overlapped ...

Oct 16, 2023 · In remote sensing images, roads are usually in complex shapes and can be partially occluded by buildings, trees, and other surroundings.

A Context-Aware Road Extraction Method for Remote Sensing Imagery Based on Transformer Network · A Semantics-Geometry Framework for Road Extraction From Remote ...

In this paper, we propose a road extraction based on deformable self-attention computation, termed DOCswin-Trans (Deformable and Overlapped Cross-Window ...

We propose a new method for road extraction called the MSI-guided Segmentation Network, which utilizes all the data from the GF2 satellite to achieve optimal ...

Dec 28, 2023 · The method based on the Transformer structure is superior to the method based on the full convolutional neural network, indicating that the.