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Refinement Network Training
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Classroom Contents
Extreme View Synthesis: Novel Techniques and Challenges
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- 1 Outline
- 2 What is Novel View Synthesis?
- 3 Stereo Magnification: Learning view synthesis using multiplane images, Zhou et al.
- 4 Stereo Magnification: Multiplane Image
- 5 DeepMVS: Learning multi-view stereopsis, Huang et al.
- 6 DeepMVS: Patch Matching
- 7 DeepMVS: Inter-Volume Feature Aggregation
- 8 DeepMVS: Disparity Maps
- 9 What is trying to be solved?
- 10 Proposed Solution
- 11 Proposed Architecture
- 12 Estimating the Depth Probability Volume
- 13 Depth Probability Distributions and Discontinuities
- 14 Estimating Depth Probability of the Novel Vie
- 15 Synthesis of a Novel View
- 16 Artifacts Present After Synthesis
- 17 Patch Warping
- 18 Refinement Network Training
- 19 Refinement Example
- 20 Evaluation
- 21 Quantitative Results
- 22 Comparison to Stereo Magnification
- 23 Comparison to Soft3D
- 24 Limitations
- 25 Conclusion
