Multi-layer capsule network with joint dynamic routing for fire recognition

Fire recognition has emerged as a critical concern in the field of fire safety. Deep learning techniques, specifically convolutional neural networks (CNNs), have found widespread application in fire recognition tasks. The capsule network, a higher-level variant of CNN, offers distinct advantages in...

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Veröffentlicht in:	Image and vision computing Jg. 139; S. 104825
Hauptverfasser:	Wu, Yuming, Cen, Lihui, Kan, Shichao, Xie, Yongfang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.11.2023
Schlagworte:	Fire recognition Joint dynamic routing algorithm Multi-layer capsule network Two-step training strategy Multi-layer capsule network Joint dynamic routing algorithm Two-step training strategy Fire recognition
ISSN:	0262-8856, 1872-8138
Online-Zugang:	Volltext
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