MingR-Ma / DRMIME

DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration

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DRMIME

Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration: https://arxiv.org/abs/2001.09865

Images used:

  1. MonoModal images from FIRE

  2. MultiModal images from ANHIR

A sample of the sequence of registration as optimization progresses

Sequence

DRMIME end to end pipeline:

DRMIME

Sample comparision to other methods:

MonoModal

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DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration


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