Traffic Sign Detection in Dual-Focal Active Camera System

被引:0
|
作者
Gu, Yanlei [1 ]
Yendo, Tomohiro [2 ]
Tehrani, Mehrdad Panahpour [1 ]
Fujii, Toshiaki [1 ]
Tanimoto, Masayuki [1 ]
机构
[1] Nagoya Univ, Grad Sch Engn, Dept Elect Engn & Comp Sci, Nagoya, Aichi 4648601, Japan
[2] Nagoya Univ, Dept Elect Engn, Nagoya, Aichi 4648601, Japan
关键词
RECOGNITION;
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
Traffic sign recognition systems can be applied to assist drivers and improve the traffic safety. High resolution image of traffic sign can improve the recognition result, especially for some complex traffic signs. In this paper, a dual-focal active camera system is proposed to obtain a high resolution image of traffic sign. In the system an active telephoto camera is equipped as an assistant of a wide angle camera. To make the proposed system correctly capture a high resolution image of traffic sign, the shape, color features and the relationship between continuous frames are used together in the traffic sign detection. The experiment results demonstrate that the proposed method makes the dual-focal active camera system effectively work when the system is installed on an automobile and moves on the road.
引用
收藏
页码:1054 / 1059
页数:6
相关论文
共 50 条
  • [41] Multi-Camera System for Traffic Light Detection: About Camera Setup and Mapping of Detections
    Mueller, Julian
    Fregin, Andreas
    Dietmayer, Klaus
    2017 IEEE 20TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2017,
  • [42] A Semi-Automatic Traffic Sign Detection, Classification and Positioning System
    Creusen, I. M.
    Hazelhoff, L.
    De With, P. H. N.
    VISUAL INFORMATION PROCESSING AND COMMUNICATION III, 2012, 8305
  • [43] Hardware implementation and validation of a traffic road sign detection and identification system
    Rihab Hmida
    Abdessalem Ben Abdelali
    Abdellatif Mtibaa
    Journal of Real-Time Image Processing, 2018, 15 : 13 - 30
  • [44] Hardware implementation and validation of a traffic road sign detection and identification system
    Hmida, Rihab
    Ben Abdelali, Abdessalem
    Mtibaa, Abdellatif
    JOURNAL OF REAL-TIME IMAGE PROCESSING, 2018, 15 (01) : 13 - 30
  • [45] Traffic sign detection system for locating road intersections and braking advance
    Villalon-Sepillveda, Gabriel
    Torres-Torriti, Miguel
    Flores-Calero, Marco
    REVISTA IBEROAMERICANA DE AUTOMATICA E INFORMATICA INDUSTRIAL, 2017, 14 (02): : 152 - 162
  • [46] Dual model-based traffic light and sign detection using prior information
    Pan W.
    Pan F.
    Fu E.
    International Journal of Performability Engineering, 2020, 16 (08) : 1203 - 1214
  • [47] Traffic camera system development
    Hori, T
    REAL-TIME IMAGING II, 1997, 3028 : 81 - 90
  • [48] Depth expansion of a light-field head-mounted display using dual-focal lens array
    Maeda, Yasutaka
    Watanabe, Hayato
    Sasaki, Hisayuki
    Handa, Takuya
    Arai, Jun
    OPTICS EXPRESS, 2024, 32 (26): : 47360 - 47374
  • [49] Fast and robust traffic sign detection
    Soetedjo, A
    Yamada, K
    INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, 2005, : 1341 - 1346
  • [50] Evaluation of Algorithms for Traffic Sign Detection
    Lopez-Montiel, Miguel
    Rubio, Yoshio
    Sanchez-Adame, Moises
    Orozco-Rosas, Ulises
    OPTICS AND PHOTONICS FOR INFORMATION PROCESSING XIII, 2019, 11136