bitemporal feature adaptation 1domain incremental learning 1frequency domain processing 1knowledge distillation 1remote sensing change detection 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
Zero-OVCD: Bridging Training-Free Foundation Models and Pseudo-Label Learning for Open-Vocabulary Change Detection
Daifeng Peng, Yuanke Peng, Haiyan Guan
Open-vocabulary change detection (OVCD) enables the identification of user-specified land-cover changes in bitemporal remote sensing images, but existing training-free pipelines re…
cs.CV2026
Domain-Incremental Remote Sensing Change Detection via Difference-Guided Adaptation and Frequency-Decoupled Distillation
Daifeng Peng, Yaning Li, Haiyan Guan
The paper introduces DG-FDD, a framework for domain‑incremental remote sensing change detection that uses a difference‑guided adapter to capture bitemporal discrepancies and a freq…