An Evolutionary Approach for the Enhancement of Dermatological Images and Their Classification Using Deep Learning Models

Figure 11

Genetic-algorithm-based processing of dermatological images corresponding to the squamous cell carcinoma image category taken from the head region of an 80-year-old female subject: (a) the original image, (b) modified image using motion blurring with parameters (length = 20, theta = 1), (c) GA-processed image after 30 generations, (d) GA-processed image after 50 generations, and (e) GA-processed image after 100 generations.

(a)

(b)

(c)

(d)

(e)