2 papers
cs.CV2019
GLAMpoints: Greedily Learned Accurate Match points
Prune Truong, Stefanos Apostolopoulos, Agata Mosinska +3
We introduce a novel CNN-based feature point detector - GLAMpoints - learned in a semi-supervised manner. Our detector extracts repeatable, stable interest points with a dense cove…
cs.CV2017
Pathological OCT Retinal Layer Segmentation using Branch Residual U-shape Networks
Stefanos Apostolopoulos, Sandro De Zanet, Carlos Ciller +2
The automatic segmentation of retinal layer structures enables clinically-relevant quantification and monitoring of eye disorders over time in OCT imaging. Eyes with late-stage dis…