3 papers
cs.CV2025
CEBSNet: Change-Excited and Background-Suppressed Network with Temporal Dependency Modeling for Bitemporal Change Detection
Qi'ao Xu, Yan Xing, Jiali Hu +2
Change detection, a critical task in remote sensing and computer vision, aims to identify pixel-level differences between image pairs captured at the same geographic area but diffe…
cs.CV2025
GTPC-SSCD: Gate-guided Two-level Perturbation Consistency-based Semi-Supervised Change Detection
Yan Xing, Qi'ao Xu, Zongyu Guo +2
Semi-supervised change detection (SSCD) utilizes partially labeled data and abundant unlabeled data to detect differences between multi-temporal remote sensing images. The mainstre…
cs.CV2024
Cross Branch Feature Fusion Decoder for Consistency Regularization-based Semi-Supervised Change Detection
Yan Xing, Qi'ao Xu, Jingcheng Zeng +5
Semi-supervised change detection (SSCD) utilizes partially labeled data and a large amount of unlabeled data to detect changes. However, the transformer-based SSCD network does not…