Spline-based deformable models

William D. K. Green

doi:10.1117/12.216421

11 August 1995 Spline-based deformable models

William D. K. Green

Proceedings Volume 2573, Vision Geometry IV; (1995) https://doi.org/10.1117/12.216421
Event: SPIE's 1995 International Symposium on Optical Science, Engineering, and Instrumentation, 1995, San Diego, CA, United States

Abstract

There are well established techniques for the biomathematical analysis of sets of homologous images with landmarks. These include the construction of the average configuration of landmarks, the statistical analysis of the procrustes residuals of the landmark positions and the averaging of the images themselves. This paper outlines a method of performing similar steps on sets of images with homologous 1D features as well as landmarks. The basis of the method is the expanded and consistent application of the thin-plate spline, a tool already used in the analysis of landmark images.

Citation Download Citation

William D. K. Green "Spline-based deformable models", Proc. SPIE 2573, Vision Geometry IV, (11 August 1995); https://doi.org/10.1117/12.216421

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