Mermaid

Mermaid: iMagE Registration via autoMAtIc Differentiation

Mermaid is a registration toolkit making use of automatic differentiation for rapid prototyping. It includes various image registration models. In particular, stationary velocity field models (both based on velocity fields and momentum fields), scalar vector momentum Large Displacement Diffeomorphic Metric Mapping (LDDMM) models as well as the more generalized Region-specific Diffeomorphic Metric Mapping model (RDMM).

The Mermaid repository can be found here: https://github.com/uncbiag/mermaid

Marc Niethammer
Marc Niethammer
Professor of Computer Science

My research interests include image registration, image segmentation, shape analysis, machine learning, and biomedical applications.

Zhengyang Shen
Zhengyang Shen
Graduate Student in Computer Science

My research interests include image registration and machine learning.