3 papers
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.CV2025
Gaussian Difference: Find Any Change Instance in 3D Scenes
Binbin Jiang, Rui Huang, Qingyi Zhao +1
Instance-level change detection in 3D scenes presents significant challenges, particularly in uncontrolled environments lacking labeled image pairs, consistent camera poses, or uni…
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…