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CV: 3D Reconstruction — all 16 problems
Photometric stereo, 3D scanning, surface representations, and neural 3D reconstruction methods.
3D Scanning
Gray Code Pattern Decoding
Medium
Depth Map to Point Cloud
Medium
ICP Nearest Neighbor
Medium
ICP Point Cloud Alignment
Hard
Neural 3D Representations
Volume Rendering Weights
Medium
Ray Color Accumulation
Medium
NeRF Positional Encoding
Medium
NeRF Ray Sampling
Hard
Photometric Stereo
Lambertian Reflectance Model
Easy
Recover Albedo from Normal
Easy
Surface Integration from Normals
Medium
Recover Normal from Three Lights
Hard
Surface Representations
Sphere Signed Distance Function
Easy
Triangle Face Normal
Medium
Marching Cubes SDF to Mesh
Medium
Marching Cubes Configuration
Hard