Search Results for author: Xiuwan Chen

Found 2 papers, 2 papers with code

Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation

1 code implementation21 Aug 2022 Yang Zhao, Peng Guo, Han Gao, Xiuwan Chen

Generative methods are common approaches to minimizing the domain gap of aerial images which improves the performance of the downstream tasks, e. g., cross-domain semantic segmentation.

Segmentation Semantic Segmentation +1

ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation

1 code implementation27 Jan 2022 Yang Zhao, Peng Guo, Zihao Sun, Xiuwan Chen, Han Gao

The performance of a semantic segmentation model for remote sensing (RS) images pretrained on an annotated dataset would greatly decrease when testing on another unannotated dataset because of the domain gap.

Image-to-Image Translation Semantic Segmentation +2

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