2 papers
cs.CV2025
MFGDiffusion: Mask-Guided Smoke Synthesis for Enhanced Forest Fire Detection
Guanghao Wu, Yunqing Shang, Chen Xu +3
Smoke is the first visible indicator of a wildfire.With the advancement of deep learning, image-based smoke detection has become a crucial method for detecting and preventing fores…
cs.CV2025
Wildfire Smoke Detection System: Model Architecture, Training Mechanism, and Dataset
Chong Wang, Cheng Xu, Adeel Akram +3
Vanilla Transformers focus on semantic relevance between mid- to high-level features and are not good at extracting smoke features as they overlook subtle changes in low-level feat…