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
         
        
        
        
        
        
            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;
         
        
        
        
            Conference_Titel : 
Circuits and Systems (APCCAS), 2014 IEEE Asia Pacific Conference on
         
        
            Conference_Location : 
Ishigaki
         
        
        
            DOI : 
10.1109/APCCAS.2014.7032795