DocumentCode
2515797
Title
Veiling Luminance estimation on FPGA-based embedded smart camera
Author
Grana, Constantino ; Borghesani, Daniele ; Santinelli, Paolo ; Cucchiara, Rita
Author_Institution
DII, Univ. degli Studi di Modena e Reggio Emilia, Modena, Italy
fYear
2012
fDate
3-7 June 2012
Firstpage
334
Lastpage
339
Abstract
This paper describes the design and development of a Veiling Luminance estimation system based on the use of a CMOS image sensor, fully implemented on FPGA. The system is composed of the CMOS Image sensor, FPGA, DDR SDRAM, USB controller and SPI (Serial Peripheral Interface) Flash. The FPGA is used to build a system-on-chip integrating a soft processor (Xilinx MicroBlaze) and all the hardware blocks needed to handle the external peripherals and memory. The soft processor is used to handle image acquisition and all computational tasks need to compute the Veiling Luminance value. The advantages of this single chip FPGA implementation include the reduction of the hardware requirements, power consumption, and system complexity. The problem of the high dynamic range images have been addressed with multiple acquisitions at different exposure times. Vignetting, radial distortion and angular weighting, as required by veiling luminance definition, are handled by a single integer look-up table (LUT) access. Results are compared with a state of the art certified instrument.
Keywords
CMOS image sensors; DRAM chips; cameras; digital signal processing chips; field programmable gate arrays; image processing; peripheral interfaces; road safety; system-on-chip; traffic engineering computing; tunnels; CMOS image sensor; DDR SDRAM; FPGA; SPI; USB controller; Xilinx MicroBlaze; angular weighting; computational task; driving safety; embedded smart camera; external peripheral handling; hardware requirement reduction; high dynamic range image; image acquisition; power consumption reduction; radial distortion; serial peripheral interface flash; single integer look-up table access; soft processor; system complexity reduction; system-on-chip; tunnel; veiling luminance estimation system; vignetting; Cameras; Estimation; Field programmable gate arrays; Gray-scale; Lighting; Nonlinear distortion; Optical distortion;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Vehicles Symposium (IV), 2012 IEEE
Conference_Location
Alcala de Henares
ISSN
1931-0587
Print_ISBN
978-1-4673-2119-8
Type
conf
DOI
10.1109/IVS.2012.6232154
Filename
6232154
Link To Document