Vision-based real-time pedestrian detection for autonomous vehicle

被引:0
|
作者
Liu Xin [1 ]
Dai Bin [1 ]
He Hangen [1 ]
机构
[1] Natl Univ Def Technol Automat Inst, Changsha 410073, Hunan, Peoples R China
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a real-time single-frame pedestrian detection approach. Combining efficient interesting regions selection and proper SVM classifier, the method is applicable to the autonomous vehicles running on urban roads. Experiment results with test dataset extracted from real driving on urban roads are presented to illustrate the performance of this approach.
引用
收藏
页码:123 / 127
页数:5
相关论文
共 50 条
  • [1] Vision-based real-time obstacles detection and tracking for autonomous vehicle guidance
    Yang, M
    Yu, Q
    Wang, H
    Zhang, B
    [J]. REAL-TIME IMAGING VI, 2002, 4666 : 65 - 74
  • [2] Vision-based underwater target real-time detection for autonomous underwater vehicle subsea exploration
    Xu, Gaofei
    Zhou, Daoxian
    Yuan, Libiao
    Guo, Wei
    Huang, Zepeng
    Zhang, Yinlong
    [J]. FRONTIERS IN MARINE SCIENCE, 2023, 10
  • [3] Real-time Pedestrian and Vehicle Detection for Autonomous Driving
    Yang, Zhiheng
    Li, Jun
    Li, Huiyun
    [J]. 2018 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), 2018, : 179 - 184
  • [4] Vision-Based Real-Time Obstacle Segmentation Algorithm for Autonomous Surface Vehicle
    Kim, Hanguen
    Koo, Jungmo
    Kim, Donghoon
    Park, Byeolteo
    Jo, Yonggil
    Myung, Hyun
    Lee, Donghwa
    [J]. IEEE ACCESS, 2019, 7 : 179420 - 179428
  • [5] Monocular Vision-Based Real-Time Vehicle Detection at Container Terminals
    Liu, Zijian
    Zhang, Tianlei
    He, Bei
    Liu, Yu
    Sun, Li
    Tang, Wenyang
    [J]. PROCEEDINGS OF CHINA SAE CONGRESS 2018: SELECTED PAPERS, 2020, 574 : 821 - 830
  • [6] Integrated real-time vision-based preceding vehicle detection in urban roads
    Chong, Yanwen
    Chen, Wu
    Li, Zhilin
    Lam, William H. K.
    Zheng, Chunhou
    Li, Qingquan
    [J]. NEUROCOMPUTING, 2013, 116 : 144 - 149
  • [7] Integrated Real-Time Vision-Based Preceding Vehicle Detection in Urban Roads
    Chong, Yanwen
    Chen, Wu
    Li, Zhilin
    Lam, William H. K.
    Li, Qingquan
    [J]. ADVANCED INTELLIGENT COMPUTING, 2011, 6838 : 270 - +
  • [8] REAL-TIME VISION-BASED VEHICLE DETECTION AND TRACKING ON A MOVING VEHICLE FOR NIGHTTIME DRIVER ASSISTANCE
    Chen, Y. -L.
    Wu, B-F.
    Lin, C-T.
    Fan, C-J.
    Hsieh, C. -M.
    [J]. INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2009, 24 (02): : 89 - 102
  • [9] Real-time Image Enhancement for Vision-based Autonomous Underwater Vehicle Navigation in Murky Waters
    Chen, Wenjie
    Rahmati, Mehdi
    Sadhu, Vidyasagar
    Pompili, Dario
    [J]. WUWNET'19: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON UNDERWATER NETWORKS & SYSTEMS, 2019,
  • [10] Vision-Based Real-Time Online Vulnerable Traffic Participants Trajectory Prediction for Autonomous Vehicle
    Chen, Hao
    Liu, Yinhua
    Zhao, Baixuan
    Hu, Chuan
    Zhang, Xi
    [J]. IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 8 (03): : 2110 - 2122