A Low-Cost Fully Integer-Based CNN Accelerator on FPGA for Real-Time Traffic Sign Recognition

A Low-Cost Fully Integer-Based CNN Accelerator on FPGA for Real-Time Traffic Sign Recognition

Traffic sign recognition (TSR) technology allows the vehicle to recognize road signs through a camera and use it for driving. For traffic safety, TSR is one of the core technologies constituting advanced driver assistance systems (ADAS), and several researches have been studied. The advent of convol...

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Bibliographic Details
Main Authors: Jaemyung Kim, Jin-Ku Kang, Yongwoo Kim
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Traffic sign recognition
CNN
quantization
accelerator
FPGA
Online Access:https://ieeexplore.ieee.org/document/9853508/

Internet

https://ieeexplore.ieee.org/document/9853508/

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