Multi-Dimensional Manifolds Consistency Regularization for semi-supervised remote sensing semantic segmentation

Yujie Lu, Yongjun Zhang, Zhongwei Cui, Wei Long, Ziyang Chen

Abstract: Highlights•Two-dimensional manifold perturbations are insufficient for semi-supervised segmentation.•MDMCR adds three-dimensional manifold perturbations to enhance segmentation.•We offer an innovative explanation of our method from the perspective of the manifold hypothesis.