DocumentCode :
259029
Title :
Low cost hardware implementation for traffic sign detection system
Author :
Anh-Tuan Hoang ; Koide, Tetsushi ; Yamamoto, Masaharu
Author_Institution :
Res. Inst. for Nanodevice & Bio Syst., Hiroshima Univ., Higashi-Hiroshima, Japan
fYear :
2014
fDate :
17-20 Nov. 2014
Firstpage :
363
Lastpage :
366
Abstract :
This paper describes a novel compact hardware oriented algorithm and its conceptual implementation for realtime traffic signs detection system. The speed limit sign area on a grayscale video frame is detected based on a novel, simple and compact rectangle pattern matching and circle detection modules. The speed limit recognition system has two-pipeline stages. Each frame is scanned with multi-scan windows in parallel for each position and each scan windows is also processed in pipeline to increase throughput. It achieves 100% in detection rate, is able to work at 83 full HD fps, and occupies 19% of slice registers and 67% of slice LUTs in a low cost Xilinx Zynq 7020 SoC.
Keywords :
image matching; object detection; object recognition; system-on-chip; traffic engineering computing; video signal processing; Xilinx Zynq 7020 SoC; circle detection module; grayscale video frame; hardware oriented algorithm; lookup tables; multiscan windows; rectangle pattern matching module; slice LUT; slice registers; speed limit recognition system; speed limit sign area; system-on-chip; traffic sign detection system; Accuracy; Hardware; Matched filters; Pattern matching; Pipelines; Real-time systems; SoC; circle detection; pipeline scaning; rectangle pattern matching; traffic sign detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems (APCCAS), 2014 IEEE Asia Pacific Conference on
Conference_Location :
Ishigaki
Type :
conf
DOI :
10.1109/APCCAS.2014.7032795
Filename :
7032795
Link To Document :
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