2 papers
cs.CV2026
FAF-CD: Frequency-Aware Fusion for Change Detection under Imperfect Multimodal Remote Sensing
Yufan Wang, Sokratis Makrogiannis, Chandra Kambhamettu
Remote sensing change detection for real-world monitoring often relies on imperfect heterogeneous observations, where pre- and post-event images may be asynchronous, cross-sensor,…
cs.CV2026
BED-SAM2: Boundary-Enhanced-Depth SAM2 via Monocular Geometric Priors
Tyler Rust, Dara McNally, Kyle O'Donnell +2
Building upon the SAM2 vision foundation model for downstream segmentation, this study introduces Boundary Enhanced Depth (BED)-SAM2. The SAM2 Hiera encoder architecture is modifie…