چکیده مقاله
In this article, we have presented a new method for diagnosing skin diseases The proposed methoddistinguishes between benign and malignant skin diseases melanoma The main idea in theproposed method is a new descriptor based on a set of features In this way, after the images arepre processed and then blocked, low level features are extracted from each image block Thesefeatures include texture and color Then the bag of features is extracted from the low level features Bag of words extraction is based on K means clustering algorithm The proposed method wasevaluated on a standard data set and the accuracy results of the proposed method are far better thanother previous methods
کلیدواژهها
نویسندگان
Bahman Jafari Tabaghsar
Department of Computer Engineering, Islamic Azad University of Mashhad, Mashhad, Iran
Reza Tavoli
Department of Computer Engineering, Chalous branch, Islamic Azad university, Chalous, Iran
شیوه ارجاع
Jafari Tabaghsar, Bahman and Tavoli, Reza,1402,Malignant melanoma diagnosis using machine learning method based oncombination of nonlinear and texture features,The 15th International Conference on Innovation and Research in Engineering Sciences
ارائهشده در
مجموعه مقالات پانزدهمین کنفرانس بین المللی نوآوری و تحقیق در علوم مهندسی23 تیر 1402