Skin Lesion Extraction And Its Application
نویسندگان
چکیده
Figure 3. (a) Distance histogram without smoothing. (b) Smoothed histogram from (c). The red point is the threshold.
منابع مشابه
Early Detection and Prevention of Melanoma on Automated Skin Lesion using Dual Classifier
Melanoma spreads by metastasis, and therefore it has to be very fatal. A system to prevent this type of skin cancer, is expected and is highly in demand. It is important that excess exposure to radiation from the sun to mark gradually eroded by melanin in the skin. Furthermore, such radiation penetrate into the skin, thereby destroying the melanocytes. Melanomas are asymmetrical and have irregu...
متن کاملSkin Lesion Analysis towards Melanoma Detection Using Deep Learning Network
Skin lesions are a severe disease globally. Early detection of melanoma in dermoscopy images significantly increases the survival rate. However, the accurate recognition of melanoma is extremely challenging due to the following reasons: low contrast between lesions and skin, visual similarity between melanoma and non-melanoma lesions, etc. Hence, reliable automatic detection of skin tumors is v...
متن کاملSkin Lesion Detection using Fuzzy Region Growing and ABCD Feature Extraction for Melanoma Skin Cancer Diagnosis
To improve accuracy of localize suspicious lesion region in dermatoscopic images using Region Growing, the initial step based on fuzzy sets to enhance the lesion region of interest (ROI) is developed. The result of skin lesion detection is used to extract Asymmetry, Border Irregularity, Color Variation, Diameter (ABCD) features for melanoma skin cancer diagnosis. ABCD feature is the rule that i...
متن کاملA Novel Method for Skin Lesion Segmentation
Skin cancer has been the most usual and illustrates 50% of all new cancers detected each year. If they detected at an early stage, treatment can become simple and economically. Accurate skin lesion segmentation is important in automated early skin cancer detection and diagnosis systems. The aim of this study is to provide an effective approach to detect the skin lesion border on a purposed imag...
متن کاملA Novel Method for Skin Lesion Segmentation
Skin cancer has been the most usual and illustrates 50% of all new cancers detected each year. If they detected at an early stage, treatment can become simple and economically. Accurate skin lesion segmentation is important in automated early skin cancer detection and diagnosis systems. The aim of this study is to provide an effective approach to detect the skin lesion border on a purposed imag...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2015