DocumentCode :
1906445
Title :
Advanced color image demosaicing in security imaging technology
Author :
Dostal, Petr ; Klima, Milos
Author_Institution :
Fac. of Electr. Eng., Czech Tech. Univ. in Prague, Prague, Czech Republic
fYear :
2010
fDate :
5-8 Oct. 2010
Firstpage :
434
Lastpage :
442
Abstract :
Image records are of extreme importance in the security technology. Recent color photographic cameras are mostly constructed in a single-chip sensor configuration and the color splitting structure is designed as a planar filter array, therefore some interpolation technique has to be used to compute full-color image. The final image quality is affected by selected interpolation technique. The applied interpolating algorithms are perceptually optimized but the security technology criteria are different. Four state-of-art interpolation techniques have been applied on the selected set of security image tests. After that the image quality has been evaluated by the group of observers and two different objective quality metrics (PSNR, SSIM) have been calculated for comparison. As security image tests, a human face has been chosen and test target has been partially covered by distracters (sunblind) and recorded under complex illumination conditions. Furthermore the influence of SNR is discussed and demonstrated.
Keywords :
face recognition; image colour analysis; image segmentation; image sensors; interpolation; lighting; microprocessor chips; object detection; SNR; advanced color image demosaicing; color photographic cameras; color splitting structure; complex illumination; human face target; image quality; image record; interpolation technique; planar filter array; security imaging technology; single chip sensor configuration; Correlation; Image color analysis; Image quality; Image reconstruction; Interpolation; Pixel; Security; Bayer pattern; CFA; Demosaicing; image quality; mosaic image; security images;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Security Technology (ICCST), 2010 IEEE International Carnahan Conference on
Conference_Location :
San Jose, CA
ISSN :
1071-6572
Print_ISBN :
978-1-4244-7403-5
Type :
conf
DOI :
10.1109/CCST.2010.5678737
Filename :
5678737
Link To Document :
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