Local Color Enhancement
3 papers with code • 1 benchmarks • 1 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.
Benchmarks
These leaderboards are used to track progress in Local Color Enhancement
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University of Waterloo skin cancer database
Latest papers with no code
Histogram Equalization Of The Image
The relevance and impact of probability distributions on image processing are the subject of this study. It may be characterized as a probability distribution function of brightness for a certain area, which might be a whole picture.
Contrast Limited Adaptive Histogram Equalization (CLAHE) Approach for Enhancement of the Microstructures of Friction Stir Welded Joints
Image processing algorithms are finding various applications in manufacturing and materials industries such as identification of cracks in the fabricated samples, calculating the geometrical properties of the given microstructure, presence of surface defects, etc.
