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2017-2018 :Laboratoire de Reproduction & Développement des Plantes, ENS Lyon, France.
Quantitative analysis and 4D model-based registration for the automatic construction of a developmental atlas of the shoot apical meristem from confocal time-lapse images.
Articles in preparation:
- Galvan-Ampudia C., Cerutti G., Legrand J., Brunoud G., Moussu S., Lohmann J., Godin C., Vernoux T. : The dynamics of auxin-based positional information and its processing at the shoot apex (TBP).
Oral communications:
- Cerutti G., Galvan-Ampudia C., Legrand J., Vernoux T., Godin C.: A parametric active 4D model for the automatic construction of developmental atlases from confocal images of shoot apical meristems,IAMPS – International Workshop on Image Analysis Methods for the Plant Sciences, 2018.
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2014-2016 :Virtual Plants Inria Project Team, INRA, Cirad, Montpellier, France.
Computational representations for the modeling of growing plant tissue from experimental data and integration in an interactive analysis and visualization software platform.
Journal articles:
- Cerutti G., Ali O., Godin C. : DRACO-STEM: An Automatic Tool to Generate High-Quality 3D Meshes of Shoot Apical Meristem Tissue at Cell Resolution, Frontiers in Plant Science, 2017.
Conference papers:
- Cerutti G., Ribes S., Godin C., Galvan-Ampudia C., Vernoux T. : 3D Tessellation of Plant Tissue – A Dual Optimization Approach to Cell-Level Meristem Reconstruction from Microscopy Images, International Conference on 3D Vision, Lyon, France, 2015.
- Cerutti G., Godin C. : Meshing Meristems – An Iterative Mesh Optimization Method for Modeling Plant Tissue at Cell Resolution, International Conference on Bioimaging, 2015.
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2010-2013 :Laboratoire d’InfoRmatique en Image et Systèmes d’information, CNRS, Université de Lyon, France.
PhD Thesis:
- Segmentation and Interpretation of Natural Images for Tree Leaf Identification on Smartphones (in french)
Journal articles:
- Cerutti G., Tougne L., Vacavant A., Coquin D. : Leaf margins as sequences: A structural approach to leaf identification, Pattern Recognition Letters, 2014.
- Cerutti G., Tougne L., Mille, J., Vacavant A., Coquin D. : Understanding Leaves in Natural Images – A Model-Based Approach for Tree Species Identification, Computer Vision and Image Understanding, 2013.