3D+t Morphological Processing: Applications to Embryogenesis Image Analysis. - Centre de Calcul de l'IN2P3 - contribution majeure - ouvertures interdisciplinaires Accéder directement au contenu
Article Dans Une Revue IEEE Transactions on Image Processing Année : 2012

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

Résumé

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.

Dates et versions

hal-00723216 , version 1 (08-08-2012)

Identifiants

Citer

Miguel Angel Luengo-Oroz, David Pastor-Escuredo, Carlos Castro-González, Emmanuel Faure, Thierry Savy, et al.. 3D+t Morphological Processing: Applications to Embryogenesis Image Analysis.. IEEE Transactions on Image Processing, 2012, 21 (8), pp.3518 - 3530. ⟨10.1109/TIP.2012.2197007⟩. ⟨hal-00723216⟩
391 Consultations
0 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More