Incorporating Metric Learning and Adversarial Network for Seasonal Invariant Change Detection
Published in IEEE Transactions on Geoscience and Remote Sensing, 2019
Recommended citation: Wenzhi Zhao, et al. (2019). "Incorporating Metric Learning and Adversarial Network for Seasonal Invariant Change Detection." IEEE Transactions on Geoscience and Remote Sensing. 54(8). https://ieeexplore.ieee.org/document/8937747
Change detection by comparing two bitemporal images is one of the most fundamental challenges for dynamic monitoring of the Earth surface. In this article, we propose a metric learning-based generative adversarial network (GAN) (MeGAN) to automatically explore seasonal invariant features for pseudochange suppressing and real change detection.
Recommended citation: Wenzhi Zhao, et al. (2019). “Incorporating Metric Learning and Adversarial Network for Seasonal Invariant Change Detection” IEEE Transactions on Geoscience and Remote Sensing. 54(8).