ANALYSIS OF SKIN DISEASES USING MAPPING COLOR SPACES
Marcin Wyczechowski
mwyczechowski@gmail.comPolitechnika Łódzka, Wydział Elektrotechniki, Elektroniki, Informatyki i Automatyki, Instytut Mechatroniki i Systemów Informacyjnych. (Poland)
Łukasz Wąs
Politechnika Łódzka, Wydział Elektrotechniki, Elektroniki, Informatyki i Automatyki, Instytut Mechatroniki i Systemów Informacyjnych. (Poland)
Łukasz Pietrzak
Politechnika Łódzka, Wydział Elektrotechniki, Elektroniki, Informatyki i Automatyki, Instytut Mechatroniki i Systemów Informacyjnych. (Poland)
Abstract
The main aim of this article is to analyze the changes in dermatological skin based on the analysis of the model color space with which the authors are able to extract information useful for expert system. In the article, the authors examine the images change skin by introducing proprietary algorithm feature extraction using a modified analysis of the color space. The authors also focus on the analysis of images taking into account the model color space such as RGB and YCbCr of the above models, the authors extract another component moving representations of a component to another. The authors focus on the scale YCbCr, because it carries information differently constructed about a particular image than its equivalent in RGB.
Keywords:
skin diseases, dermatology, color spaces, contour analysisReferences
Argenziano G., Fabbrocini G., Carli P., De Giorgi V., Sammarco E., Del_no, M.: Epiluminescence microscopy for the diagnosis of doubtful melanocytic skin lesions. Comparison of the ABCD rule of dermatoscopy and a new 7-point checklist based on pattern analysis. Arch. Dermatol. 134/1998, 1563–1570.
Google Scholar
Bharati M.H., MacGregor J.F.: Texture analysis of images using Principal Component Analysis. Proceedings of the SPIE – Process Imaging for Automatic Control, 4188/2001, 27–33.
Google Scholar
Cardili R.N., Roselino A.M.: Elementary lesions in dermatological semiology: literature review. An Bras Dermatol. 91(5)/2016, 629–633.
Google Scholar
Chummun S., McLean N.R.: The management of malignant skin cancers. Surgery 29(10)/2011, 529–533.
Google Scholar
Celebi M.E., Wen Q., Iyatomi H., Shimizu K., Zhou H., Schaefer G.: A state-of-the-art survey on lesion border detection in dermoscopy images. Dermoscopy Image Analysis, Celebi, M. E., Mendonca, T., Marques, J. S. (eds.). CRC Press, Boca Raton 2015.
Google Scholar
Deserno T.M.: Biomedical Image Processing. Springer, 2011.
Google Scholar
Kruk M., Swiderski B., Osowski S., Kurek J., Slowinska M., Walecka I.: Melanoma recognition using extended set of descriptors and classiers. J. Image Video Proc. 1/2015 Article: 43.
Google Scholar
Milczarski P., Stawska Z.: Complex Colour Detection Methods Used In Skin Detection Systems. ISIM 3(1)/2014, 40–52.
Google Scholar
Rosendahl C., Cameron A., McColl I., Wilkinson D.: Dermatoscopy in routinepractice "Chaos and Clues". Aust. Fam. Physician. 41(7)/2012, 482–487.
Google Scholar
Rosendahl C., Tschandl P., Cameron A., Kittler H.: Diagnostic accuracy of dermatoscopy for melanocytic and nonmelanocytic pigmented lesions. J. Am. Acad. Dermatol. 64(6)/2011, 1068–1073.
Google Scholar
Stawska Z., Milczarski P.: Algorithms And Methods Used In Skin And Face Detection Suitable For Mobile Applications. ISIM 2(3)/2013, 227–238.
Google Scholar
Authors
Marcin Wyczechowskimwyczechowski@gmail.com
Politechnika Łódzka, Wydział Elektrotechniki, Elektroniki, Informatyki i Automatyki, Instytut Mechatroniki i Systemów Informacyjnych. Poland
Authors
Łukasz WąsPolitechnika Łódzka, Wydział Elektrotechniki, Elektroniki, Informatyki i Automatyki, Instytut Mechatroniki i Systemów Informacyjnych. Poland
Authors
Łukasz PietrzakPolitechnika Łódzka, Wydział Elektrotechniki, Elektroniki, Informatyki i Automatyki, Instytut Mechatroniki i Systemów Informacyjnych. Poland
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