3 code implementations • ICCV 2019 • Prune Truong, Stefanos Apostolopoulos, Agata Mosinska, Samuel Stucky, Carlos Ciller, Sandro De Zanet
We introduce a novel CNN-based feature point detector - GLAMpoints - learned in a semi-supervised manner.
Ranked #4 on Image Registration on FIRE
no code implementations • 16 Jul 2017 • Stefanos Apostolopoulos, Sandro De Zanet, Carlos Ciller, Sebastian Wolf, Raphael Sznitman
The automatic segmentation of retinal layer structures enables clinically-relevant quantification and monitoring of eye disorders over time in OCT imaging.
no code implementations • 12 Oct 2016 • Stefanos Apostolopoulos, Carlos Ciller, Sandro I. De Zanet, Sebastian Wolf, Raphael Sznitman
In much the same way, acquiring ground truth information for each cross-section is expensive and time consuming.