MTCNet: Multitask consistency network with single temporal supervision for semi-supervised building change detection

Published: 01 Jan 2022, Last Modified: 06 Mar 2025Int. J. Appl. Earth Obs. Geoinformation 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Single temporal supervision is introduced to semi-supervised change detection.•Multitask consistency network is proposed for semi-supervised change detection.•Task-level consistency learning strategy is proposed to explore unlabeled data.•Experiments on two datasets validate the effectiveness of the proposed method.
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