G Wiselin Jiji
Dr. Sivanthi Aditanar College of Engineering
India
Title: Diagnosis of dermatological lesions using intelligent techniques
Biography
Biography: G Wiselin Jiji
Abstract
Identifying dermatological diseases is a challenging task nowadays. The Architecture employed three phases of operation to perform efficient skin lesion diagnosis. In the first phase, segmentation of Lesion region is calculated. Second Phase carries Color, Texture and shape feature vectors extraction. Iteratively calculated SVM weight values to all combination of feature sets and selected feature sets having highest significant p-map value. Third phase is employed by multi-class PSO Classiï¬cation technique. Experiments on 20 classes of 1450 images are analyzed and results are evaluated using receiver operating characteristic (ROC) curve, which proved that the proposed architecture is highly contributed to computer-aided diagnosis of skin lesions. Our empirical evaluation has a superior retrieval and diagnosis performance when compared to other works.