Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing
Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing
Remote sensing images present unique challenges to image analysis due to the extensive geographic coverage, hardware limitations, and misaligned multi-scale images. This paper revisits the classical multi-scale representation learning problem but under the general framework of self-supervised learning for remote sensing image understanding. We present Cross-Scale MAE, a self-supervised model …