Medicine and Health Sciences Commons^™

Landmark Optimization Using Local Curvature For Point-Based Nonlinear Rodent Brain Image Registration., Yutong Liu, Balasrinivasa R. Sajja, Mariano Uberti, Howard Gendelman, Tammy Kielian, Michael D. Boska

Journal Articles: Radiology

Purpose. To develop a technique to automate landmark selection for point-based interpolating transformations for nonlinear medical image registration. Materials and Methods. Interpolating transformations were calculated from homologous point landmarks on the source (image to be transformed) and target (reference image). Point landmarks are placed at regular intervals on contours of anatomical features, and their positions are optimized along the contour surface by a function composed of curvature similarity and displacements of the homologous landmarks. The method was evaluated in two cases (n = 5 each). In one, MRI was registered to histological sections; in the second, geometric distortions in EPI …