Hai-Feng Li

Revisiting the Effectiveness of Self-Supervised Learning for Change Detection in Remote Sensing Imagery

Remote sensing image change detection is a core task in Earth observation and geographic information science. In recent years, deep learning-based change detection methods have become the mainstream approach. However, these fully supervised methods impose stringent requirements on both the quantity and quality of label...