DocumentCode :
190608
Title :
IPPro: FPGA based image processing processor
Author :
Siddiqui, Fahad Manzoor ; Russell, Matthew ; Bardak, Burak ; Woods, Roger ; Rafferty, Karen
Author_Institution :
Sch. of Electr. Eng., Electron. & Comput. Sci. Queens Univ., Belfast, UK
fYear :
2014
fDate :
20-22 Oct. 2014
Firstpage :
1
Lastpage :
6
Abstract :
The paper presents IPPro which is a high performance, scalable soft-core processor targeted for image processing applications. It has been based on the Xilinx DSP48E1 architecture using the ZYNQ Field Programmable Gate Array and is a scalar 16-bit RISC processor that operates at 526MHz, giving 526MIPS of performance. Each IPPro core uses 1 DSP48, 1 Block RAM and 330 Kintex-7 slice-registers, thus making the processor as compact as possible whilst maintaining flexibility and programmability. A key aspect of the approach is in reducing the application design time and implementation effort by using multiple IPPro processors in a SIMD mode. For different applications, this allows us to exploit different levels of parallelism and mapping for the specified processing architecture with the supported instruction set. In this context, a Traffic Sign Recognition (TSR) algorithm has been prototyped on a Zedboard with the colour and morphology operations accelerated using multiple IPPros. Simulation and experimental results demonstrate that the processing platform is able to achieve a speedup of 15 to 33 times for colour filtering and morphology operations respectively, with a reduced design effort and time.
Keywords :
field programmable gate arrays; flip-flops; image colour analysis; parallel processing; random-access storage; reduced instruction set computing; FPGA based image processing processor; IPPro core; Kintex-7 slice-registers; RISC processor; SIMD mode; TSR algorithm; Xilinx DSP48E1 architecture; ZYNQ field programmable gate array; Zedboard; block RAM; colour filtering; colour operations; frequency 526 MHz; image processing applications; morphology operations; processing architecture; scalable soft-core processor; traffic sign recognition; word length 16 bit; Acceleration; Field programmable gate arrays; Hardware; Image processing; Memory management; Registers; FPGA processor architecture; embedded systems; heterogeneous computation; image processing; traffic sign detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Systems (SiPS), 2014 IEEE Workshop on
Conference_Location :
Belfast
Type :
conf
DOI :
10.1109/SiPS.2014.6986057
Filename :
6986057
Link To Document :
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