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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;
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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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