Local Color Enhancement

Local Color Enhancement is a technique for improving the contrast of macro images of skin lesions. This method achieves effective separation between the lesion area and the background skin by applying a modified sigmoid transformation in the HSV color space and using a modified EfficientNet regressor to automatically predict the crossover point, thereby enhancing diagnostic accuracy and reducing human intervention and subjectivity. In the field of computer vision, this approach has significant application value.