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Learning 3D Reconstruction in Function Space

Learning 3D Reconstruction in Function Space

Andreas Geiger via YouTube Direct link

Intro

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1 of 12

Intro

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Learning 3D Reconstruction in Function Space

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  1. 1 Intro
  2. 2 1963: Blocks World
  3. 3 Traditional 3D Reconstruction Pipeline
  4. 4 3D Representations
  5. 5 Occupancy Networks
  6. 6 Training Objective
  7. 7 Texture Fields
  8. 8 Representation Power
  9. 9 Occupancy Flow
  10. 10 Architecture
  11. 11 Differentiable Volumetric Rendering
  12. 12 Summary

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