FireMatch: A semi-supervised video fire detection network based on consistency and distribution alignment

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Qinghua Lin, Zuoyong Li, Kun Zeng, Haoyi Fan, Wei Li, Xiaoguang Zhou

Published: 01 Jan 2024, Last Modified: 02 Apr 2025Expert Syst. Appl. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Enhanced fire video classification via consistency regularization.•Mitigated sampling mismatch via adversarial distribution alignment.•Extensive comparison experiments with state-of-the-art methods.