Advancing Self-Supervised Learning for Building Change Detection and Damage Assessment: Unified Denoising Autoencoder and Contrastive Learning Framework - Yang, Songxi; Peng, Bo; Sui, Tang; Wu, Meiliu; Huang, Qunying (Remote sensing (Basel, Switzerland), 2025)
Keywords: Accuracy; Change detection; Classification; contrastive learning; Damage assessment; Damage detection; Datasets; Deep learning; Disaster management; Disasters; Feature extraction; Learning; Machine learning; Noise reduction; Performance evaluation; Remote sensing; Representations; Segmentation; Self-supervised learning; Semantics; Urban development; Urban environments; vision transformer