Keeping up with the updates on the website, we have just added the CVC-ClinicSpec dataset that we developed to train and validate our specular highlights detection method. You can find more information about our method here:
Sánchez, F. J., Bernal, J., Sánchez-Montes, C., de Miguel, C. R., & Fernández-Esparrach, G. (2017). Bright spot regions segmentation and classification for specular highlights detection in colonoscopy videos. Machine Vision and Applications, 28(8), 917-936.
The dataset is included in the Databases section of the website.