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Early fire detection using convolutional neural networks during surveillance for effective disaster management

Neurocomputing · 2017 · Vol. 288 · pp. 30–42
Khan MuhammadJamil AhmadSung Wook Baik
Fire Detection and Safety SystemsVideo Surveillance and Tracking MethodsEvacuation and Crowd DynamicsComputer scienceFire detectionPrioritizationConvolutional neural networkEmergency managementSelection (genetic algorithm)Scheme (mathematics)Artificial intelligenceComputer securityRisk analysis (engineering)

Funding

  • Nvidia
  • National Research Foundation of Korea
Citations
531
FWCI
35.01
field-weighted impact
References
81
Percentile
100%
vs. same field & year
Citations per year
References
PCANet: A Simple Deep Learning Baseline for Image Classification?
IEEE Transactions on Image Processing · 2015 · 1,337 citations
Optimization of cooperative spectrum sensing with energy detection in cognitive radio networks
IEEE Transactions on Wireless Communications · 2009 · 780 citations
ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
Region-Based Convolutional Networks for Accurate Object Detection and Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 2,864 citations
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