Expand description
Landmark-based registration for functional data.
Aligns curves by mapping identified features (peaks, valleys, zero-crossings, inflection points) to common target positions. Uses monotone cubic Hermite interpolation (Fritsch-Carlson) to build smooth, monotone warping functions.
detect_landmarks— Detect features in a single curvelandmark_register— Register curves given known landmark positionsdetect_and_register— Convenience: detect landmarks then register
Structs§
- Landmark
- A detected landmark on a curve.
- Landmark
Result - Result of landmark registration.
Enums§
- Landmark
Kind - Kind of landmark feature to detect.
Functions§
- detect_
and_ register - Detect landmarks and register curves in one step.
- detect_
landmarks - Detect landmarks of a given kind in a single curve.
- landmark_
register - Register curves using known landmark positions.