FCN_Specular_Detection

You need to install Keras to run this code

Training dataset

CVC-EndoSceneStill(need registration):http://www.cvc.uab.es/CVC-Colon/index.php/databases/cvc-endoscenestill/

"bbdd" and "gtspecular" is enough for specular detection, but you need transform BMP images to PNG images because there will be an error when decoding the BMP image by using the tensorflow

Database related to the paper “A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images” (D. Vázquez, J. Bernal, F.J. Sánchez, G. Fernández-Esparrach, A.M. López, A. Romero, M. Drozdzal and A. Courville)

FCN model

This code modify DnCNN-keras as the FCN model

Results