River state classification combining patch-based processing and CNN

This paper proposes a method for classifying the river state (a flood risk exists or not) from river surveillance camera images by combining patch-based processing and a convolutional neural network (CNN). Although CNN needs much training data, the number of river surveillance camera images is limit...

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Detalles Bibliográficos
Autores principales: Oga, Takahiro, Harakawa, Ryosuke, Minewaki, Sayaka, Umeki, Yo, Matsuda, Yoko, Iwahashi, Masahiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7714181/
https://www.ncbi.nlm.nih.gov/pubmed/33270730
http://dx.doi.org/10.1371/journal.pone.0243073

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7714181/
https://www.ncbi.nlm.nih.gov/pubmed/33270730
http://dx.doi.org/10.1371/journal.pone.0243073

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