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Nikolaos Zioulis

2 accepted papers

2019

Self-Supervised Deep Depth Denoising

ICCV 2019poster

Depth perception is considered an invaluable source of information for various vision tasks. However, depth maps acquired using consumer-level sensors still suffer from non-negligible noise. This fact has recently motivated researchers to exploit traditional filters, as well as the deep learning par…

Cited by 50PDFcodeScholar
2018

OmniDepth: Dense Depth Estimation for Indoors Spherical Panoramas

ECCV 2018poster

Recent work on depth estimation up to now has only focused on projective images ignoring 360 content which is now increasingly and more easily produced. We show that monocular depth estimation models trained on traditional images produce sub-optimal results on omnidirectional images, showcasing the…

Cited by 280SourcePDFScholar