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SemiSiROC: Semisupervised Change Detection With Optical Imagery and an Unsupervised Teacher Model

  • Published:2023 Issue: Volume:16 Page:3879-3891
  • ISSN:1939-1404
  • Container-title:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  • language:
  • Short-container-title:IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing

Author:

Kondmann Lukas1ORCID,Saha Sudipan2ORCID,Zhu Xiao Xiang3ORCID

Affiliation:

1. Remote Sensing Technology Institute, German Aerospace Center (DLR), Wessling, Germany

2. Yardi School of Artificial Intelligence, Indian Institute of Technology Delhi, New Delhi, India

3. Data Science in Earth Observation, Technical University of Munich, Ottobrunn, Germany

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atmospheric Science,Computers in Earth Sciences

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A Machine Learning-based Change Detection Scheme for the Remote Sensing Images using Gaussian and Lee filters;2024 7th International Conference on Devices, Circuits and Systems (ICDCS);2024-04-23

2. Cross Branch Feature Fusion Decoder for Consistency Regularization-Based Semi-Supervised Change Detection;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

3. Remote Sensing Image Semantic Change Detection Boosted by Semi-Supervised Contrastive Learning of Semantic Segmentation;IEEE Transactions on Geoscience and Remote Sensing;2024
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