eng Oriental Scientific Publishing Company Biomedical and Pharmacology Journal 0974-6242 2019-03-25 12 1 107 115 10.13005/bpj/1619 25933 article Sameena Pathan 1 Vatsal Aggarwal 2 K. Gopalakrishna Prabhu 3 P. C. Siddalingaswamy 4 Department of CSE, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India. Department of ECE, Manipal University Jaipur, India. Color is considered to be a major characteristic feature that is used for distinguishing benign and malignant melanocytic lesions. Most of malignant melanomas are characterized by the presence of six suspicious colors inspired from the ABCD dermoscopic rule. The presence of these suspicious colors histopathologically indicates the presence of melanin in the deeper layers of the epidermis and dermis. The objective of the proposed work is to evaluate the role of color features, a set of fifteen color features have been extracted from the region of interest to determine the role of color in malignancy detection. Further, a set of ensemble classifiers with dynamic selection techniques are used for classification of the extracted features, yielding an average accuracy of 87.5% for classifying benign and malignant lesions. https://biomedpharmajournal.org/vol12no1/melanoma-detection-in-dermoscopic-images-using-color-features/ Benign lesions Color Dermoscopy Ensemble Classifiers Malignant lesions Segmentation