Understanding skin color bias in deep learning-based skin lesion segmentation.
Marin BencevicMarija HabijanIrena GalicDanilo BabinAleksandra PizuricaPublished in: Comput. Methods Programs Biomed. (2024)
Keyphrases
- skin color
- deep learning
- lesion segmentation
- face detection
- skin detection
- color space
- color information
- lighting conditions
- unsupervised learning
- skin regions
- complex background
- multiple sclerosis
- machine learning
- detection method
- color images
- mental models
- input image
- human faces
- object detection
- light source
- region growing