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Image Recognition for On-Board Cameras and Distance Measurement Using Stereo Camera Takeshi SHIMA Haruki MATONO Shinji KAKEGAWA and Tatsuhiko MONJI Active safety systems for vehicles using outside detection sensors are now prevailing. In this section, we introduce our development of on-board cameras and examples of active safety systems using stereo cameras. Key words: camera, stereo camera, image processing, image recognition, active safety, vehicle 1 2 3 45 1. 2007 1 67 2 8 3 9 2011 4 10 3191292 711E-mail: takeshi.shima.rb@hitachi.com 3128503 2520 41 5 2012 287 27

1 2 5 11 2. 288 28 EyeSight 2004 1 2

3 4 2 2 2006 8 3 5 1 http://www.honda.co.jp/news/2004/4040824a.html 2 http://www.honda.co.jp/safety/technology/car-safety/main-technology/night/ 3 http://www.toyota.co.jp/jp/news/06/aug/nt06_041.html 41 5 2012 289 29

2007 10 4 EyeSight 2010 EyeSight EyeSight 5 EyeSight 1 AT 2 3 3. 6 6 DBf/S 2 2 2 1 1 512128 12864 4 graph cuts belief propagation SAD sum of absolute di erence 4 SAD 4 http://www.fhi.co.jp/news/07_07_09/07_10_05.html 5 http://www.subaru.jp/news/2010/eyesight/ 290 30

1 SAD ZSADzero-mean SAD 12 13 14 1 41 5 2012 1 10 2009. 2200910 2009. 3M. Tsuji, R. Shirato, H. Furusho and K. Akutagawa: Estimation of road configuration and vehicle attitude by lane detection for a lane-keeping system, SAE Technical Paper 2001-01-0799 2001. 4 14 IN2-15 2008. 5 14 IN2-14 2008. 6T. Shima, K. Irie, M. Nakamura, Y. Matsumoto, M. Higuchi, S. Muramatsu, T. Monji and Y. Hoshi: A vision-based road marking detection system for car navigation using an on-board rear view camera, 15th World Congress on Intelligent Transport System 2008. 7 ViEW 2008pp. 218223. 8M. Takahara, M. Nakamura, N. Miura, Y. Ikeda, W. Ike and K. Okada: Application of High Location Accuracy System to driving support system,15th World Congress on Intelligent Transport System 2008. 9 ViEW 2009pp. 5963. 10 ViEW 2011pp. 117118. 11 ViEW 2009pp. 5358. 12 Fundamentals Review, 1 20073040. 13 75 2009 650656. 14 3 67 20018185. 2012 1 31 291 31