DiffRSS: A Diffusion-Guided Multi-Scale Features Remote Sensing Image Segmentation Method
TL;DR
DiffRSS introduces a diffusion-guided multi-scale feature method for remote sensing image segmentation, addressing challenges from complex scenes and diverse objects. It improves upon traditional bottom-up approaches by leveraging advanced feature learning.
DiffRSS: A Diffusion-Guided Multi-Scale Features Remote Sensing Image Segmentation Method
Honghao Liu; Ruixia Yang; Yue Xu; Zhengchao Chen; Yuyang Zheng
https://doi.org/10.1109/ACCESS.2024.3522286
Volume 13
Semantic segmentation in remote sensing is a fundamental task with crucial applications across various domains. Traditional approaches primarily utilize bottom-up discriminative methods, where network architectures learn image features to generate segmentation masks. However, the complexity of remote sensing images, characterized by diverse ground object types and intricate scenes, often results i...