Color-Based Method for Fractal Dimension Estimation of Pigmented Skin Lesion Contour

التفاصيل البيبلوغرافية
العنوان: Color-Based Method for Fractal Dimension Estimation of Pigmented Skin Lesion Contour
المؤلفون: Rossolini Giuliana, Lucio Piantanelli, Andrea Basso, Stefano Serresi, Anna Piantanelli, Giuseppe Ricotti, Zaia Annamaria
المصدر: Fractals in Biology and Medicine ISBN: 9783034894456
بيانات النشر: Birkhäuser Basel, 2002.
سنة النشر: 2002
مصطلحات موضوعية: Nevi and melanomas, business.industry, Boundary (topology), Image contour, medicine.disease, Fractal dimension, Fractal analysis, Lesion, medicine, Computer vision, Chromatic scale, Artificial intelligence, PIGMENTED SKIN LESION, medicine.symptom, business, Mathematics
الوصف: Early diagnosis in the analysis of suspected pigmented skin lesions is very important in order to excise precociously malignant lesions and to avoid unnecessary removal of the benign ones. Decisions are based on colors, shapes and irregularities of the lesions and the differences of these characteristics in repeated observations. An objective measure of the boundary irregularity can be obtained estimating fractal dimension, DF, of the lesion contour. Since previous attempts have given contradictory results, we propose a method based on chromatic image characteristics, instead of the more common black and white. The image acquisition was performed by means of a high resolution apparatus, the SkinLab system and fractal dimension of processed image contour has been estimated by the box-counting method implementing the algorithm on Matlab software. The method could help in discriminating between nevi and melanomas and in following lesion evolution with time.
ردمك: 978-3-0348-9445-6
DOI: 10.1007/978-3-0348-8119-7_14
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::9fce632c5bbf3ab5adc6f315b2814ddc
https://doi.org/10.1007/978-3-0348-8119-7_14
رقم الانضمام: edsair.doi...........9fce632c5bbf3ab5adc6f315b2814ddc
قاعدة البيانات: OpenAIRE
الوصف
ردمك:9783034894456
DOI:10.1007/978-3-0348-8119-7_14