Dermoscopy

Benchmarks

Hair Removal (HairSim)

Hair Removal benchmark using hairless samples from the PH2 database and the HairSim software to simulate hair on them.

Hair Removal (GAN)

Hair Removal benchmark using hairless samples from the PH2 database and the GAN-based deep neural network by Attia et al. to simulate hair on them.

Algorithms

Hair Removal

Hair detection and removal for dermoscopic images.

Dermoscopy shape symmetry

Lesion symmetry based on its shape, using the Jaccard Index to compare two halves of the segmentation. Developed and implemented by Vincent Toureau, Universitat de les Illes Balears, 2019.

Dermoscopy texture symmetry

Lesion symmetry based on its texture, comparing GLCM and color histogram features of 32x32 patches with a random forest classifier. Developed and implemented by Vincent Toureau, Universitat de les Illes Balears, 2019.