Srikantnag Angondalli Nagaraja

Reverse-Time SAM2 Mask Propagation for Scalable Labeling and Early Detection of Wildfire Smoke

Early wildfire detection from camera networks is limited less by detector architecture than by the quality of supervision. Human annotators often label faint, early-stage smoke plumes less reliably, causing models to perform poorly during this critical period. We address this bottleneck with an automated video-labeling...