Shape Modeling with Front Propagation: A Level Set Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
General Object Reconstruction Based on Simplex Meshes
International Journal of Computer Vision
How ReV4D Helps Biologists to Study the Effects of Anticancerous Drugs on Living Cells
Proceedings of the 14th IEEE Visualization 2003 (VIS'03)
Hierarchical Tracking of Intra-Cell Structures in 4D Images
MEDIVIS '06 Proceedings of the International Conference on Medical Information Visualisation--BioMedical Visualisation
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We present a method to automatically extract the evolution of the cell envelope in 4D confocal images. Our method is based on 4DReAM, a tracking system consisting of a previously presented deformable surface model, which can change its topology. The process consists in attracting the model for each volume of a 4D series towards an iso-surface of interest, and towards the image gradients. We then statistically estimate the characteristics of the cell surface on the nodes of the model, and reconstruct it. We show detailed results on the segmentation of the cell envelope during the mitosis.