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Poster
:
Multiview Mannequins for Deep Depth Estimation in 360º Videos
Event Type
Poster
Interest Areas
Arts & Design
Gaming & Interactive
Research & Education
Registration Levels
US
UA
EN
EU
Keywords
AI/Machine Learning
VR
Time
LocationCarousel
DescriptionWe estimate depth maps from real-life, monocular, 360º VR videos using a deep neural net architecture trained on 3D point-based renderings of people (called depth “mannequins”) captured with a Multi36 camera setup and processed with a combined pipeline of AI instance segmentation and structure from motion and multi-view stereo methods.