Based on infrared laser Imaging research on foreign objects detection between subway door

Peng Yang; Rui Wang; Zhi-Feng Zhang; Yuan-Yuan Liu; Zhong-Qing Cao; Rui-Liang Zhang; Peng-Yu Huang; Yun-Wu Liang; Kun Yang; Shu-Zhen Yang; Zhi-Yong Chen; Xiao-Hui Li

doi:10.1117/12.2585698

12 March 2021 Based on infrared laser Imaging research on foreign objects detection between subway door

Peng Yang, Rui Wang, Zhi-Feng Zhang, Yuan-Yuan Liu, Zhong-Qing Cao, Rui-Liang Zhang, Peng-Yu Huang, Yun-Wu Liang, Kun Yang, Shu-Zhen Yang, Zhi-Yong Chen, Xiao-Hui Li

Author Affiliations +

Proceedings Volume 11763, Seventh Symposium on Novel Photoelectronic Detection Technology and Applications; 117630G (2021) https://doi.org/10.1117/12.2585698
Event: Seventh Symposium on Novel Photoelectronic Detection Technology and Application 2020, 2020, Kunming, China

Abstract

With rapid development of rail transport in our country, more and more people choose because of on time, fast and convenient. Safety of the subway is urgent with passenger increasing, and it's very important to inspire hidden danger. The paper proposed The auto-inspection method based on Infrared Laser Imaging and Deep Learning to detect foreign objects between subway doors and the platform screen doors(PSDs). Fast-RCNN Algorithm based on TensorFlow Deep Learning frame was adopted and the image information were fused with classification model, vgg16. The detecting system was built and experiments were made and analyzed. The experimental results showed that this system and method was robust to The illumination variations and focussing. The system is simple and cost-effective and The algorithm is promising for detecting accuracy. The method and technology can be potentially applied for The subway safety detection.

Citation Download Citation

Peng Yang, Rui Wang, Zhi-Feng Zhang, Yuan-Yuan Liu, Zhong-Qing Cao, Rui-Liang Zhang, Peng-Yu Huang, Yun-Wu Liang, Kun Yang, Shu-Zhen Yang, Zhi-Yong Chen, and Xiao-Hui Li "Based on infrared laser Imaging research on foreign objects detection between subway door", Proc. SPIE 11763, Seventh Symposium on Novel Photoelectronic Detection Technology and Applications, 117630G (12 March 2021); https://doi.org/10.1117/12.2585698

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available