Detection of funnel clouds from weather monitoring camera images by convolutional neural network

• FUJII Yuki

  Kochi University

• NAKAMOTO Atsuko

  Kochi University

• HONDA Rie

  Kochi University

• SASSA Koji

  Kochi University

Bibliographic Information

Other Title

• 深層学習による気象監視カメラからの漏斗雲抽出

Abstract

Convolutional Neural Network is used to detect funnel clouds from weather monitoring camera images. Use of overlapped hierarchical block images increased the recall of object detection by reducing the effect of occulusion by the obstacles.

Journal

• Proceedings of the Annual Conference of JSAI

  Proceedings of the Annual Conference of JSAI JSAI2019 (0), 4P2J303-4P2J303, 2019

  The Japanese Society for Artificial Intelligence

Keywords

• Disaster monitoring support system
• Machine learning

Details

• CRID: 1390845713071962112
• NII Article ID: 130007658971
• DOI: 10.11517/pjsai.jsai2019.0_4p2j303
• Text Lang: ja
• Data Source:
  • JaLC
  • CiNii Articles
  • KAKEN
• Abstract License Flag: Disallowed