computer-vision-19
Local Color Enhancement
3260 papers • 126 benchmarks • 313 datasets
Enhancement techniques for improving the contrast between lesion and background skin on dermatological macro-images are limited in the literature. To fill this gap, a modified sigmoid transform is applied in the HSV color space. The crossover point in the modified sigmoid transform that divides the macro-image into lesion and background is predicted using a modified EfficientNet regressor to exclude manual intervention and subjectivity.
(Image credit: Open Source)
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University of Waterloo skin cancer database
University of Waterloo skin cancer database
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