Intelligence Where Data is Born: Vision Transformer-Based On-Orbit Change Detection for Earth Sensing

This paper introduces a model framework for autonomous hyperspectral segmentation that couples a foundation model with a supervised segmentation head to enable compact, high performance on-orbit scene understanding. This approach is designed to deliver end-to-end onboard processing, inference, confi