15 citations · 15 across the 2 of their papers we have counts for
3 papers
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…
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…
RetiNet: Automatic AMD identification in OCT volumetric data
Stefanos Apostolopoulos, Carlos Ciller, Sandro I. De Zanet +2
Optical Coherence Tomography (OCT) provides a unique ability to image the eye retina in 3D at micrometer resolution and gives ophthalmologist the ability to visualize retinal disea…