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ORCIDGuillaume Cerutti
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2020 – today
- 2022
[j6]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)- [c15]Manuel Petit, Guillaume Cerutti, Christophe Godin, Grégoire Malandain:
Robust Plant Cell Tracking in Fluorescence Microscopy 3D+T Series. ISBI 2022: 1-4
2010 – 2019
- 2019
- [j5]Romain Azaïs, Guillaume Cerutti, Didier Gemmerlé, Florian Ingels:
treex: a Python package for manipulating rooted trees. J. Open Source Softw. 4(38): 1351 (2019) - 2018
- [j4]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: 57-73 (2018) - 2017
- [c14]Sarah Bertrand, Guillaume Cerutti, Laure Tougne:
Segmentation algorithm on smartphone dual camera: application to plant organs in the wild. ICMV 2017: 106960T - [c13]Sarah Bertrand, Guillaume Cerutti, Laure Tougne:
Bark Recognition to Improve Leaf-based Classification in Didactic Tree Species Identification. VISIGRAPP (4: VISAPP) 2017: 435-442 - 2015
- [j3]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): 1549-1560 (2015) - [c12]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: 443-451 - [c11]Guillaume Cerutti, Christophe Godin:
Meshing Meristems - An Iterative Mesh Optimization Method for Modeling Plant Tissue at Cell Resolution. BIOIMAGING 2015: 23-35 - [c10]Guillaume Cerutti, Christophe Godin:
An Iterative Mesh Optimization Method for 3D Meristem Reconstruction at Cell Level. BIOSTEC (Selected Papers) 2015: 142-166 - 2014
- [j2]Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant:
Leaf margins as sequences: A structural approach to leaf identification. Pattern Recognit. Lett. 49: 177-184 (2014) - [c9]Honghui Liu, Didier Coquin, Lionel Valet, Guillaume Cerutti:
Leaf Species Classification Based on a Botanical Shape Sub-classifier Strategy. ICPR 2014: 1496-1501 - [c8]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: 507-514 - 2013
- [j1]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): 1482-1501 (2013) - [c7]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 - [c6]Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin:
A model-based approach for compound leaves understanding and identification. ICIP 2013: 1471-1475 - [c5]Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Kevin Bianchi, Laure Tougne:
Comparative study of segmentation methods for tree leaves extraction. VIGTA@ICVS 2013: 7:1-7:7 - [c4]Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant:
Curvature-Scale-based Contour Understanding for Leaf Margin Shape Recognition and Species Identification. VISAPP (1) 2013: 277-284 - 2012
- [c3]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 - 2011
- [c2]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 - [c1]Guillaume Cerutti, Laure Tougne, Antoine Vacavant, Didier Coquin:
A Parametric Active Polygon for Leaf Segmentation and Shape Estimation. ISVC (1) 2011: 202-213
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