A Self-Training Approach Using Benchmark Dataset and Stereo-DSM for Building Extraction

Deep learning has been the state-of-the-art solution to numerous remote sensing tasks, especially for building extraction. However, the performance of learning-based building extraction approaches depend to a large extent on the similarity of the source and target domain data. To alleviate the depen...

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Bibliographic Details

Published in:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Main Authors:	Xiangtian Yuan, Jiaojiao Tian, Peter Reinartz
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Aerial imagery DSM deep learning domain gap multimodal pseudolabeling
Online Access:	https://ieeexplore.ieee.org/document/10557502/