“MultiView Mannequins for Deep Depth Estimation in 360ºVideos” by Takacs, Vincze and Richter
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Entry Number: 24
Title:
- MultiView Mannequins for Deep Depth Estimation in 360ºVideos
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Abstract:
We estimate depth maps from real-life monocular 360.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, Structure from Motion and Multi View Stereo methods.
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Acknowledgements:
This work has received funding from the European Union’s Horizon 2020 research and innovation programme, grant no 761934, Hyper360 (“Enriching 360 media with 3D storytelling and personalisation elements”). http://www.hyper360.eu/
