3D dynamic statistical atlasing of cellular parameters during leaf morphogenesis.

DOI

The movie shows the dynamic reconstruction of the developmental trajectory of a leaf from a collection of fixed 3D samples at successive developmental stages. Averages of cell volumes measured on individual organs are mapped using false colors.

The algorithmic reconstruction was based on the establishment of an organ-centered coordinate system and on the automatic parameterization of individual organ surfaces. Point-to-point correspondences between parameterized organ surfaces allowed the computation of protopypical (average) shapes at successive developmental stages, and their subsequent interpolation. Statistical descriptors of cellular parameters measured from individual organs were projected on the reconstructed trajectory. The obtained statistical representations are representative of the populations of shapes and provide atlases of cellular parameters that will allow to correlate cell growth to the evolution of organ shape during its development.

[1] F. Selka, J. Burguet, E. Biot, T. Blein, P. Laufs and P. Andrey. "Surface parameterization and registration for statistical multiscale atlasing of organ development." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), California, 2019.

Identifier
DOI https://doi.org/10.15454/SJAQND
Metadata Access https://entrepot.recherche.data.gouv.fr/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.15454/SJAQND
Provenance
Creator Selka, Faiçal; Burguet, Jasmine; Blein, Thomas; Biot, Eric; Laufs, Patrick; Andrey, Philippe
Publisher Recherche Data Gouv
Contributor Selka, Faical; Selka, Faiçal
Publication Year 2019
Rights etalab 2.0; info:eu-repo/semantics/openAccess; https://spdx.org/licenses/etalab-2.0.html
OpenAccess true
Contact Selka, Faical (INRA - Institut National de la Recherche Agronomique)
Representation
Resource Type Audiovisual; Dataset
Format video/mp4
Size 2042111
Version 1.0
Discipline Computer Science; Computer Science, Electrical and System Engineering; Engineering Sciences
Spatial Coverage Versailles