DocumentCode :
3338961
Title :
Detection of skin lesions using diffuse polarisation
Author :
Subramaniam, Nitya ; Saman, Gule ; Hancock, Edwin
Author_Institution :
Dept. of Comput. Sci., Univ. of York, York, UK
fYear :
2010
fDate :
26-29 Sept. 2010
Firstpage :
3021
Lastpage :
3024
Abstract :
This paper describes the use of polarisation information for surface inspection. We consider the problem of detecting regions of damage and disease in the skins of different types of fruit and vegetable. We commence by using moments to estimate the components of the polarisation image (mean-intensity, polarisation and phase) from images obtained with multiple polariser angles. Using the polarisation information and the Fresnel theory, we develop a characterisation of the surface reflectance based on spherical harmonic coefficients. We use the normalised cut method to segment surfaces into different regions depending on their surface reflectance properties. Experiments on samples of bruised fruit illustrate the practical utility of the method.
Keywords :
diseases; food products; image segmentation; image texture; light polarisation; polarisation; reflectivity; skin; Fresnel theory; diffuse polarisation; fruit; image polarisation; image texture analysis; multiple polariser angle; normalised cut method; skin disease; skin lesion detection; spherical harmonic coefficient; surface inspection; surface reflectance; surface segmentation; vegetable; Azimuth; Harmonic analysis; Image segmentation; Pixel; Refractive index; Skin; Surface morphology; Image region analysis; Image segmentation; Image texture analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
ISSN :
1522-4880
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2010.5651786
Filename :
5651786
Link To Document :
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