FPGA BASED TRAFFIC SIGN DETECTION WITH HIGH RESOLUTION CAMERA

  • Unique Paper ID: 145372
  • Volume: 4
  • Issue: 9
  • PageNo: 387-390
  • Abstract:
  • Traffic sign detection plays an important role in a number of practical applications, such as intelligent driver assistance and roadway inventory management. In order to process the large amount of data from either real-time videos or large off-line databases, a high-throughput traffic sign detection system is required. When processing high-definition (1080p) video, it achieves the throughput of 126 frames/s and the energy efficiency of 0.041 J/frame. To efficiently utilize the hardware resources and maximize the detection speed .An FPGA-based accelerator for traffic sign detection using cascade classifiers. In this work, we propose an FPGA-based traffic sign detection based on cascade classifiers. To maximize the throughput and power efficiency. We propose following ideas 1) rearranged numerical operations;2) shared image storage;

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{145372,
        author = {S DEEBAN CHAKRAVARTHI and M BALAKUMAR and S AJITHKUMAR and V KARTHIK, A.VELLINGIRI ME},
        title = {FPGA BASED TRAFFIC SIGN DETECTION WITH HIGH RESOLUTION CAMERA},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {4},
        number = {9},
        pages = {387-390},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=145372},
        abstract = {Traffic sign detection plays an important role in a number of practical applications, such as intelligent driver assistance and roadway inventory management. In order to process the large amount of data from either real-time videos or large off-line databases, a high-throughput traffic sign detection system is required. When processing high-definition (1080p) video, it achieves the throughput of 126 frames/s and the energy efficiency of 0.041 J/frame. To efficiently utilize the hardware resources and maximize the detection speed .An FPGA-based accelerator for traffic sign detection using cascade classifiers. In this work, we propose an FPGA-based traffic sign detection based on cascade classifiers. To maximize the throughput and power efficiency.  We propose following ideas 1) rearranged numerical operations;2) shared image storage;
},
        keywords = {},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 4
  • Issue: 9
  • PageNo: 387-390

FPGA BASED TRAFFIC SIGN DETECTION WITH HIGH RESOLUTION CAMERA

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