With the proliferation of high-resolution remote sensing sensor and platforms, vast amounts of aerial image data are becoming easily accessed. High-resolution aerial images provide sufficient ...

Automated building extraction from remote sensing images is one of the most challenging problems. SegNet is an efficient architecture for pixel-wise semantic segmentation.We improved SegNet and test ...

This repository is the code implementation of the paper STT: Building Extraction from Remote Sensing Images with Sparse Token Transformers. This branch has been tested with PyTorch 2.x and CUDA 12.1, ...