Stereovision-based 3D obstacle detection for automotive safety driving assistance

被引:0
|
作者
Ventroux, Nicolas [1 ]
Schmit, Renaud [1 ]
Pasquet, Frederic [1 ]
Viel, Pierre-Emmanuel [1 ]
Guyetant, Stephane [1 ]
机构
[1] CEA LIST, Embedded Comp Lab, F-91191 Gif Sur Yvette, France
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes the implementation of a real-time architecture dedicated to obstacle detection in the automotive domain, and more particularly to pre-crash situations. The method, based on stereovision, is of high complexity and can not run in real-time on standard processors. Therefore, the application is accelerated with the use of special purpose hardware; in particular, a highly parallelized disparity engine is presented. A prototype board was built, which achieves a performance of 460 GOPS and computes the application at the rate of 22 frames per second, thus reaching road safety constraints.
引用
收藏
页码:394 / 399
页数:6
相关论文
共 50 条
  • [21] Unsupervised obstacle detection in driving environments using deep-learning-based stereovision
    Dairi, Abdelkader
    Harrou, Fouzi
    Senouci, Mohamed
    Sun, Ying
    ROBOTICS AND AUTONOMOUS SYSTEMS, 2018, 100 : 287 - 301
  • [22] An Obstacle Detection Method Based on Binocular Stereovision
    Sun, Yihan
    Zhang, Libo
    Leng, Jiaxu
    Luo, Tiejian
    Wu, Yanjun
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2017, PT II, 2018, 10736 : 571 - 580
  • [23] Stereovision-based Road Boundary Detection for Intelligent Vehicles in Challenging Scenarios
    Guo, Chunzhao
    Mita, Seiichi
    McAllester, David
    2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, 2009, : 1723 - 1728
  • [24] On-road obstacle detection based on stereovision
    Wei, Yi
    Li, Yu
    Hu, Shushu
    2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS, 2007, : 958 - 962
  • [25] Motion-based obstacle detection and tracking for car driving assistance
    Lefaix, G
    Marchand, T
    Bouthemy, P
    16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITON, VOL IV, PROCEEDINGS, 2002, : 74 - 77
  • [26] A stereovision-based crack width detection approach for concrete surface assessment
    Baohua Shan
    Shijie Zheng
    Jinping Ou
    KSCE Journal of Civil Engineering, 2016, 20 : 803 - 812
  • [27] Stereovision-based surface flaws detection experiment of foundations of Yiqiao Bridge
    Shan, Baohua
    Yan, Yu
    Wang, Hai
    Yang, Yu
    ADVANCES IN MECHANICAL ENGINEERING, 2017, 9 (09)
  • [28] A Stereovision-based Crack Width Detection Approach for Concrete Surface Assessment
    Shan, Baohua
    Zheng, Shijie
    Ou, Jinping
    KSCE JOURNAL OF CIVIL ENGINEERING, 2016, 20 (02) : 803 - 812
  • [29] A sensor for urban driving assistance systems based on dense stereovision
    Nedevschi, Sergiu
    Danescu, Radu
    Marita, Tiberiu
    Oniga, Florin
    Pocol, Ciprian
    Sobol, Stefan
    Tomiuc, Corneliu
    Vancea, Cristian
    Meinecke, Marc Michael
    Graf, Thorsten
    To, Thanh Binh
    Obojski, Marian Andrzej
    2007 IEEE INTELLIGENT VEHICLES SYMPOSIUM, VOLS 1-3, 2007, : 830 - +
  • [30] A stereovision-based crop row detection method for tractor-automated guidance
    Kise, M
    Zhang, Q
    Más, FR
    BIOSYSTEMS ENGINEERING, 2005, 90 (04) : 357 - 367