DocumentCode
1878887
Title
INSPEC2T: Inexpensive Spectrometer Color Camera Technology
Author
Scheirer, W.J. ; Kirkbride, S.R. ; Boult, T.E.
Author_Institution
VAST Lab., Univ. of Colorado at Colorado Springs, Colorado Springs, CO
fYear
2008
fDate
7-9 Jan. 2008
Firstpage
1
Lastpage
8
Abstract
Modern spectrometer equipment tends to be expensive, thus increasing the cost of emerging systems that take advantage of spectral properties as part of their operation. This paper introduces a novel technique that exploits the spectral response characteristics of a traditional sensor (i.e. CMOS or CCD) to utilize it as a low-cost spectrometer. Using the raw Bayer pattern data from a sensor, we estimate the brightness and wavelength of the measured light at a particular point. We use this information to support wide dynamic range, high noise tolerance, and, if sampling takes place on a slope, sub-pixel resolution. Experimental results are provided for both simulation and real data. Further, we investigate the potential of this low-cost technology for spoof detection in biometric systems. Lastly, an actual hardware systhesis is conducted to show the ease with which this algorithm can be implemented onto an FPGA.
Keywords
field programmable gate arrays; image resolution; image sampling; image sensors; spectrometers; FPGA; biometric system; brightness estimation; hardware systhesis; high noise tolerance; raw Bayer pattern; spectral response characteristics; spectrometer color camera technology; spoof detection; subpixel resolution; Biometrics; Brightness; Charge coupled devices; Costs; Dynamic range; Particle measurements; Sampling methods; Sensor phenomena and characterization; Spectroscopy; Wavelength measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Applications of Computer Vision, 2008. WACV 2008. IEEE Workshop on
Conference_Location
Copper Mountain, CO
ISSN
1550-5790
Print_ISBN
978-1-4244-1913-5
Electronic_ISBN
1550-5790
Type
conf
DOI
10.1109/WACV.2008.4543999
Filename
4543999
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