Smoke and Fire-You Only Look Once: A Lightweight Deep Learning Model for Video Smoke and Flame Detection in Natural Scenes

Authors: Chenmeng Zhao, Like Zhao, Ka Zhang, Yinghua Ren, Hui Chen, Yehua Sheng

Source: Fire, Vol 8, Iss 3, p 104 (2025)

Subject Terms: natural scenes, smoke and flame detection, video images, attention mechanism, SF-YOLO, Physics, QC1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2571-6255/8/3/104; https://doaj.org/toc/2571-6255

Access URL: https://doaj.org/article/8a416bda235941ef923367c7f973b322

Mapping the Knowledge Structure and Research Evolution of Deep Learning.

Authors: Ke Yuan^1,2, yuanke@henu.edu.cn, Chenmeng Zhao³, zcm@henu.edu.cn, Yayun Chen⁴, cyyun@henu.edu.cn, Lin Shen⁴, shenlin@henu.edu.cn, Qian Tang⁵, tangqian_rubia@163.com, Chunfu Jia⁶, cfjia@nankai.edu.cn

Source: IAENG International Journal of Computer Science; Oct2024, Vol. 51 Issue 10, p1-9, 9p