TRANSPORT AND OTHER LAGRANGIAN TRANSFORMS

Transport and Other Lagrangian Transforms

IEEE International Conference on Image Processing, Phoenix, 2018

  • S Kolouri, SR Park, M Thorpe, D Slepcev, GK Rohde, Optimal mass transport for signal processing and machine learning, IEEE Signal Processing Magazine, 34(4), pp 43-59, 2017:

    link

  • CDT github page:

    github

  • CDT iPython notebook example:

    iPynb

  • Radon-CDT iPython notebook example:

    iPynb

  • S Kolouri, S Park, M Thorpe, D Slepcev, GK Rohde, Transport-based analysis, modeling, and learning from signal and data distributions, arXiv preprint arXiv:1609.04767:

    Link

  • IEEE ICIP 2016 Tutorial Slides:

    Part 1 (OT Crash Course)

    Part 2 (Transport Transforms)

    Part 3 (Applications)

  • IEEE ICIP 2016 Tutorial Tutorial code:

    Zip Directory

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