Takayuki Miyahara

Publications (3)0 Total impact

• Conference Proceeding: Raindrop Detection from In-Vehicle Video Camera Images for Rainfall Judgment.

  Hiroyuki Kurihata, Tomokazu Takahashi, Yoshito Mekada, Ichiro Ide, Hiroshi Murase, Yukimasa Tamatsu, Takayuki Miyahara
  First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August - 1 September 2006, Beijing, China; 01/2006
• Conference Proceeding: Visibility Estimation in Foggy Conditions by In-Vehicle Camera and Radar.

  Kenji Mori, Terutoshi Kato, Tomokazu Takahashi, Ichiro Ide, Hiroshi Murase, Takayuki Miyahara, Yukimasa Tamatsu
  First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August - 1 September 2006, Beijing, China; 01/2006
• Article: Rainy weather recognition from in-vehicle camera images for driver assistance

  Hiroyuki Kurihata, Tomokazu Takahashi, Ichiro Ide, Yoshito Mekada, Hiroshi Murase, Yukimasa Tamatsu, Takayuki Miyahara
  [show abstract] [hide abstract]
  ABSTRACT: We propose a weather recognition method from in-vehicle camera images that uses a subspace method to judge rainy weather by detecting raindrops on the windshield. “Eigendrops” represent the principal components extracted from raindrop images in the learning stage. Then the method detects raindrops by template matching. In experiments using actual video sequences, our method showed good detection ability of raindrops and promising results for rainfall judgment from detection results. Proceedings of the IEEE Intelligent Vehicles Symposium, June 6-8, 2005, p.205-210