Extended LDDMM and Applications to Multi-scale Matching Problems
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube
Overview
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Explore a 21-minute mathematics lecture from the Thematic Programme on "Infinite-dimensional Geometry: Theory and Applications" that delves into shape analysis and computational anatomy through the Large Deformation Diffeomorphic Metric Mapping (LDDMM) framework. Learn how strong right-invariant sub-Riemmannian metrics on diffeomorphisms groups define shape spaces and characterize shape variations through diffeomorphic deformations. Discover recent work on extending this framework to more general half-Lie groups for capturing new motions, including the recovery of metric results and derivation of sub-Riemannian Euler-Arnold equations. Examine practical applications through the specific example of multi-scale registration, presented at the Erwin Schrödinger International Institute for Mathematics and Physics.
Syllabus
Thomas Pierron - Extended LDDMM and applications to multi-scale matching problems
Taught by
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)