Real-Time Traffic Sign Detection and Recognition on FPGA

被引:0
|
作者
Yalcin, Huseyin [1 ]
Irmak, Hasan [1 ]
Bulut, Mehmet Mete [1 ]
Akar, Gozde Bozdagi [1 ]
机构
[1] Orta Dogu Tekn Univ, Elekt & Elekt Muhendisligi Bolumu, Ankara, Turkey
关键词
Traffic Sign Detection; Traffic Sign Recognition; Real-Time; FPGA;
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
Traffic Sign Recognition Systems (TSR) is one of the most important parts of the Advanced Driver Assistance Systems. For improved safety of ride, these systems should be reliable and must run in real-time. In this paper, a real time color and shape based TSR is proposed. Performance results are obtained by implementing proposed system on ML507 Evaluation Board.
引用
收藏
页数:4
相关论文
共 50 条
  • [21] Real-Time Traffic Sign Detection and Recognition Method Based on Simplified Gabor Wavelets and CNNs
    Shao, Faming
    Wang, Xinqing
    Meng, Fanjie
    Rui, Ting
    Wang, Dong
    Tang, Jian
    SENSORS, 2018, 18 (10)
  • [22] Real-Time Hardware/Software Co-Design of a Traffic Sign Recognition System Using Zynq FPGA
    Farhat, Wajdi
    Faiedh, Hassene
    Souani, Chokri
    Besbes, Kamel
    PROCEEDINGS OF 2016 11TH INTERNATIONAL DESIGN & TEST SYMPOSIUM (IDT), 2016, : 302 - 307
  • [23] Real-Time Traffic Sign Detection using Capsule Network
    Pari, Neelavathy S.
    Mohana, T.
    Akshaya, V
    2019 11TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING (ICOAC 2019), 2019, : 193 - 196
  • [24] Real-Time Detection and Recognition of Road Traffic Signs
    Greenhalgh, Jack
    Mirmehdi, Majid
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2012, 13 (04) : 1498 - 1506
  • [25] RIECNN: real-time image enhanced CNN for traffic sign recognition
    Reem Abdel-Salam
    Rana Mostafa
    Ahmed H. Abdel-Gawad
    Neural Computing and Applications, 2022, 34 : 6085 - 6096
  • [26] Real-Time Traffic Sign Recognition Based on Shape and Color Classification
    Caglayan, Tughan
    Ahmadzay, Habibullah
    Kofraz, Gokhan
    2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2015, : 1897 - 1900
  • [27] Real-Time Traffic-Sign Recognition Using Tree Classifiers
    Zaklouta, Fatin
    Stanciulescu, Bogdan
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2012, 13 (04) : 1507 - 1514
  • [28] RESOURCE EFFICIENT HARDWARE IMPLEMENTATION FOR REAL-TIME TRAFFIC SIGN RECOGNITION
    Weng, Huai-Mao
    Chiu, Ching-Te
    2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 1120 - 1124
  • [29] Real-Time Traffic Sign Recognition Based on Efficient CNNs in the Wild
    Li, Jia
    Wang, Zengfu
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 20 (03) : 975 - 984
  • [30] Embedded Real-Time System for Traffic Sign Recognition on ARM Processor
    Faiedh, Hassene
    Farhat, Wajdi
    Hamdi, Sabrine
    Souani, Chokri
    INTERNATIONAL JOURNAL OF APPLIED METAHEURISTIC COMPUTING, 2020, 11 (02) : 77 - 98