COMIC: An Unsupervised Change Detection Method for Heterogeneous Remote Sensing Images Based on Copula Mixtures and Cycle-Consistent Adversarial Networks

no code implementations • 3 Apr 2023 • Chengxi Li, Gang Li, Zhuoyue Wang, Xueqian Wang, Pramod K. Varshney

For this problem, an unsupervised change detection method has been proposed recently based on the image translation technique of Cycle-Consistent Adversarial Networks (CycleGANs), where one image is translated from its original modality to the modality of the other image so that the difference map can be obtained by performing arithmetical subtraction.

Change Detection Translation