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3DV 2018 Tutorial: Learning-based depth estimation from stereo and monocular images: successes, limitations and future challenges
3DV 2018 Tutorial: Learning-based depth estimation from stereo and monocular images: successes, limitations and future challenges
Location: University of Verona, Strada le Grazie 15, Verona (see below)
Date: Saturday, September 8, 2018
Time: 9.00-17.30 (Full day)
Organizers
Organizers
Postdoctoral Fellow, Department of Computer Science and Engineering, University of Bologna
PhD student, Department of Computer Science and Engineering, University of Bologna
PhD student, Department of Computer Science , Stevens Institute of Technology
Associate Professor, Department of Computer Science , Stevens Institute of Technology
Associate Professor, Department of Computer Science and Engineering, University of Bologna
Schedule
Schedule
Morning session:
- Introduction and welcome (Organizers)
- Confidence measures and early machine-learning for stereo (S. Mattoccia) [PDF]
- Learning-based matching functions (K. Batsos) [PDF]
- Learning for optimization and post-processing (K. Batsos and P. Mordohai) [PDF]
- End-to-end stereo (M. Poggi) [PDF]
Afternoon session:
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