FPGA BASED TRAFFIC SIGN DETECTION WITH HIGH RESOLUTION CAMERA
Author(s):
S DEEBAN CHAKRAVARTHI, M BALAKUMAR, S AJITHKUMAR, V KARTHIK, A.VELLINGIRI ME
Keywords:
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;
Article Details
Unique Paper ID: 145372

Publication Volume & Issue: Volume 4, Issue 9

Page(s): 387 - 390
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