Low-Light Fire and Smoke Detection in Electric Vehicles via a Lightweight Dual-Branch Architecture with Adaptive Reflectance Enhancement
Fire and smoke detection in electric vehicle environments is essential for safety monitoring, yet existing methods often perform poorly under low-light conditions because of weak feature representation, flame overexposure, and limited nighttime data. In addition, many detection models cannot effectively balance accurac...