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Author

Ren-Dong Ji

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Sep 2026

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...

Xiu Tang, Ya-Xin Man, Xiao-Yan Wang et al. · 0 citations

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