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SiamixFormer: A Siamese Transformer Network For Building Detection And Change Detection From Bi-Temporal Remote Sensing Images. (arXiv:2208.00657v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
Building detection and change detection using remote sensing images can help
urban and rescue planning. Moreover, they can be used for building damage
assessment after natural disasters. Currently, most of the existing models for
building detection use only one image (pre-disaster image) to detect buildings.
This is based on the idea that post-disaster images reduce the model's
performance because of presence of destroyed buildings. In this paper, we
propose a siamese model, called SiamixFormer, which uses pre- and post-disaster
images …
arxiv bi building change cv detection images network remote sensing temporal transformer