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Lixiang Sun

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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A Multimodal Physics-Guided Network for Fire Smoke Detection

Number of pages: 29 Posted: 22 Dec 2025
Shuqi Lin, Ziming Li, Lixiang Sun, Guoxiong Zhou, Peng Wang, Hengrui Wang and Yaowen Hu
Central South University of Forestry and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Central South University of Forestry and Technology, Central South University of Forestry and Technology, Central South University of Forestry and Technology and Tsinghua University
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Abstract:

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Complex Environment, Forest Fire Smoke Detection, Semantic-guided Cross-modal Feature Synergy, Objective-driven Dynamic Adversarial Augmentation, Frequency-adaptive KAN-Cheb Convolution, Boundary-Aware Physics-Informed Loss