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3D+t Morphological Processing: Applications to Embryogenesis Image Analysis

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12 Author(s)
Luengo-Oroz, M.A. ; Biomed. Res. Center in Bioeng. Biomater. & Nanomedicine (CIBER-BBN), Univ. Politec. de Madrid, Zaragoza, Spain ; Pastor-Escuredo, D. ; Castro-Gonzalez, C. ; Faure, E.
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We propose to directly process 3D+t image sequences with mathematical morphology operators, using a new classification of the 3D+t structuring elements. Several methods (filtering, tracking, segmentation) dedicated to the analysis of 3D+t datasets of zebrafish embryogenesis are introduced and validated through a synthetic dataset. Then, we illustrate the application of these methods to the analysis of datasets of zebrafish early development acquired with various microscopy techniques. This processing paradigm produces spatio-temporal coherent results as it benefits from the intrinsic redundancy of the temporal dimension, and minimizes the needs for human intervention in semi-automatic algorithms.

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Image Processing, IEEE Transactions on  (Volume:21 ,  Issue: 8 )