Algorithms
Soft color erosion with a fixed SE.
Soft color dilation with a fixed SE.
Soft color opening with a fixed SE.
Soft color closing with a fixed SE.
[Work in Progress] Detector of Ki67 cells, downscaling the image due to performance requirements.
Detect and Remove Staples. Implemented by Marc Munar.
Detect and Remove Staples. Implemented by Marc Munar.
Hair detection and removal for dermoscopic images.
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.
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.
Automatic segmentation of Ki67 marker in histopathological images,
using exclusive templates aimed at defining a color extension of the hit-or-miss operator.
Implemented by Antoine Rouland, Universitat de les Illes Balears, 2019.