A landmark-free framework for the detection and description of shape differences in embryos

S. M. Rolfe, L. G. Shapiro, T. C. Cox, A. M. Maga, L. L. Cox
2011 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society  
This paper introduces a new method to quantify and characterize shape changes during early facial development without the use of landmarks. Landmarks are traditionally used in morphometric analysis, but very few can be identified reliably across all stages of embryonic development. This method uses deformable registration to produce a dense vector field describing the point correspondences between two images. Low and mid-level features are extracted from the deformable vector field to find
more » ... ns of organized differences that are biologically relevant. These methods are shown to detect regions of difference when evaluated on chick embryo images warped with small magnitude deformations in regions critical to midfacial development.
doi:10.1109/iembs.2011.6091276 pmid:22255499 pmcid:PMC3261520 dblp:conf/embc/RolfeSCMC11 fatcat:vruswvnq4reudotwlgvkptgwti