2011 Summer Project Week Image Manifold Learning with Spectral Embedding and Laplacian Eigenmaps

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Home < 2011 Summer Project Week Image Manifold Learning with Spectral Embedding and Laplacian Eigenmaps

Image Manifold Learning with Spectral Embedding and Laplacian Eigenmaps

Key Investigators

  • MIT: Ramesh Sridharan
  • MIT: Polina Golland


Objective

  1. Use image manifold learning to better understand
    pathology (e.g. Alzheimer's, Huntington's)
    Use embedding to improve segmentation, etc

Approach, Plan

  1. Impose constraints on learned manifold to incorporate longitudinal
    data, etc.

Progress


References

Delivery Mechanism