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README.md

Schedule

Part 0: Introduction and Representations

Date Topics Reading/Watching
Aug 27 Instroduction & Syllabus Lecture note (pdf)
Sep 03 Representation, Solid Modeling and Boolean Operations
  • PMP Chapter 1 (ebook)
  • Geometric and Solid Modeling by Hoffmann, Chapter 2 (pdf)
  • SGP: Deep Learning for Geometric Data (video)
    		•

    Part 1: Tradition Methods in Geometry Processing

    Date Topics Reading/Watching
    Sep 10 Mesh Decomposition and Segmentation
  • A survey on Mesh Segmentation Techniques (link)
  • Co-hierarchical analysis of shape structures (pdf)
  • Joint shape segmentation with linear programming (pdf)
  • Shape Segmentation by Approximate Convexity Analysis (link)
  • Watch libigl short intro
    		•
    Sep 17 Mesh Simplification/Approximation/Remesh
  • PMP Chapters 6 & 7 (ebook)
    		•
    Sep 24 Mesh Reconstruction
  • A survey of the marching cubes algorithm (link)
  • Screened Poisson Surface Reconstruction (pdf)
  • Kinetic Shape Reconstruction (link)
    		•
    Oct 01 Mesh Repair
  • PMP Chapter 8 (ebook)
  • A Practical Guide to Polygon Mesh Repairing (pdf)
  • Repairing man-made meshes (link)
    		•
    Oct 08 Mesh Parameterization
  • PMP Chapter 5 (ebook)
  • Autocut: Simultaneous Distortion and Cut Optimization (pdf)
    		•

    Part 2: Modern Learning-Based Methods in Geometry Processing

    Date Topics Reading/Watching Presented by
    Oct 15 Representations
  • PointNet++
  • VoxelNet
  • MeshNet
  • DeepSDF
    		•
    Oct 22 Shape Segmentation, classification, and analysis
  • SyncSpecCNN
  • CvxNet
  • Projective Convolutional Networks
    		•  Joe & Sulabh
    Oct 29 Mesh Reconstruction and Generation Part 1
  • GRASS
  • FrankenGAN
  • PQ-NET
    		•  Joe & Yong
    Nov 05 Simplification/Approximation/Remesh
  • Cuboid Abstraction
  • Primitive Abstraction
    		•  Xue & Yong
    Nov 12 Mesh Reconstruction and Generation Part 2
  • Surface reconstruction
  • Occupancy Networks
  • PlatonicGAN
    		•  Paul & Sulabh
    Nov 19 Mesh Repair
  • Shape Completion
  • Point cloud Completion
    		•  Daniel & Xue
    Dec 03 Mesh Parameterization
  • Seamless Toric Covers
  • Geodesic CNN
  • AtlasNet
  • Geometric Images
    		•  Daniel & Paul
    TBA Mesh Convolution/Miknowski Sums/Collision & Penetration
  • DualConvMesh-Net
    		•

    Random Related Stuff

    Topics Reading
    Distance Field
    Mesh Unfolding