Guillaume Cerutti

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 6

Top Topics

Comparative Study

Arabidopsis Thaliana

Microscopy Images

Top Venues

BIOSTEC (Selected Papers)

IEEE Trans. Image Process.

VISIGRAPP (4: VISAPP)

Publications

Manuel Petit, Guillaume Cerutti, Christophe Godin, Grégoire Malandain
Robust Plant Cell Tracking in Fluorescence Microscopy 3D+T Series. ISBI (2022)
Anuradha Kar, Manuel Petit, Yassin Refahi, Guillaume Cerutti, Christophe Godin, Jan Traas
Benchmarking of deep learning algorithms for 3D instance segmentation of confocal image datasets. PLoS Comput. Biol. 18 (4) (2022)
Romain Azaïs, Guillaume Cerutti, Didier Gemmerlé, Florian Ingels
treex: a Python package for manipulating rooted trees. J. Open Source Softw. 4 (38) (2019)
Sarah Bertrand, Rihab Ben Ameur, Guillaume Cerutti, Didier Coquin, Lionel Valet, Laure Tougne
Bark and leaf fusion systems to improve automatic tree species recognition. Ecol. Informatics 46 (2018)
Sarah Bertrand, Guillaume Cerutti, Laure Tougne
Bark Recognition to Improve Leaf-based Classification in Didactic Tree Species Identification. VISIGRAPP (4: VISAPP) (2017)
Sarah Bertrand, Guillaume Cerutti, Laure Tougne
Segmentation algorithm on smartphone dual camera: application to plant organs in the wild. ICMV (2017)
Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Camille Kurtz, Jonathan Weber, Laure Tougne
Tree Leaves Extraction in Natural Images: Comparative Study of Preprocessing Tools and Segmentation Methods. IEEE Trans. Image Process. 24 (5) (2015)
Guillaume Cerutti, Christophe Godin
Meshing Meristems - An Iterative Mesh Optimization Method for Modeling Plant Tissue at Cell Resolution. BIOIMAGING (2015)
Guillaume Cerutti, Sophie Ribes, Christophe Godin, Carlos Galvan-Ampudia, Teva Vernoux
3-d Tessellation of Plant Tissue - A Dual Optimization Approach to Cell-Level Meristem Reconstruction from Microscopy Images. 3DV (2015)
Guillaume Cerutti, Christophe Godin
An Iterative Mesh Optimization Method for 3D Meristem Reconstruction at Cell Level. BIOSTEC (Selected Papers) (2015)
Honghui Liu, Didier Coquin, Lionel Valet, Guillaume Cerutti
Leaf Species Classification Based on a Botanical Shape Sub-classifier Strategy. ICPR (2014)
Manuel Grand-Brochier, Antoine Vacavant, Robin Strand, Guillaume Cerutti, Laure Tougne
About the Impact of Pre-processing Tools on Segmentation Methods - Applied for Tree Leaves Extraction. VISAPP (1) (2014)
Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant
Leaf margins as sequences: A structural approach to leaf identification. Pattern Recognit. Lett. 49 (2014)
Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin
A model-based approach for compound leaves understanding and identification. ICIP (2013)
Guillaume Cerutti, Laure Tougne, Céline Sacca, Thierry Joliveau, Pierre-Olivier Mazagol, Didier Coquin, Antoine Vacavant
Late Information Fusion for Multi-modality Plant Species Identification. CLEF (Working Notes) (2013)
Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Kevin Bianchi, Laure Tougne
Comparative study of segmentation methods for tree leaves extraction. VIGTA@ICVS (2013)
Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin
Understanding leaves in natural images - A model-based approach for tree species identification. Comput. Vis. Image Underst. 117 (10) (2013)
Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant
Curvature-Scale-based Contour Understanding for Leaf Margin Shape Recognition and Species Identification. VISAPP (1) (2013)
Guillaume Cerutti, Violaine Antoine, Laure Tougne, Julien Mille, Lionel Valet, Didier Coquin, Antoine Vacavant
ReVeS Participation - Tree Species Classification Using Random Forests and Botanical Features. CLEF (Online Working Notes/Labs/Workshop) (2012)
Guillaume Cerutti, Laure Tougne, Antoine Vacavant, Didier Coquin
A Parametric Active Polygon for Leaf Segmentation and Shape Estimation. ISVC (1) (2011)
Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin
Guiding Active Contours for Tree Leaf Segmentation and Identification. CLEF (Notebook Papers/Labs/Workshop) (2011)