Optimal transport-based domain adaptation for semantic segmentation of remote sensing images

Author:

Shen Ziyang123,Ni Huan123ORCID,Guan Haiyan123ORCID,Niu Xiaonan4

Affiliation:

1. School of Remote Sensing & Geomatics Engineering, Nanjing University of Information Science & Technology, Nanjing, China

2. Technology Innovation Center of Integration Applications in Remote Sensing and Navigation, Ministry of Natural Resources, Nanjing, China

3. Jiangsu Engineering Center for Collaborative Navigation/Positioning and Smart Applications, Nanjing, China

4. Nanjing Center, China Geological Survey, Nanjing, China

Funder

Beijing Key Laboratory of Advanced Optical Remote Sensing Technology

National Natural Science Foundation of China

Publisher

Informa UK Limited

Subject

General Earth and Planetary Sciences

Reference51 articles.

1. Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data

2. Arjovsky, M., S. Chintala, and L. Bottou. 2017, July. “Wasserstein generative adversarial networks.” In International conference on Machine Learning, Sydney, Australia, 214–223. PMRL.

3. Unsupervised Domain Adaptation Using Generative Adversarial Networks for Semantic Segmentation of Aerial Images

4. Biasetton, M., U. Michieli, G. Agresti, and P. Zanuttigh. 2019. “Unsupervised domain adaptation for semantic segmentation of urban scenes.” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CA, USA, 1211–1220.

5. Displacement interpolation using Lagrangian mass transport

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