Guillaume Cerutti

According to our database, Guillaume Cerutti authored at least 21 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Benchmarking of deep learning algorithms for 3D instance segmentation of confocal image datasets.

Anuradha Kar, Manuel Petit, Yassin Refahi, Guillaume Cerutti, Christophe Godin, Jan Traas

PLoS Comput. Biol., 2022

Robust Plant Cell Tracking in Fluorescence Microscopy 3D+T Series.

Manuel Petit, Guillaume Cerutti, Christophe Godin, Grégoire Malandain

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2019

treex: a Python package for manipulating rooted trees.

Romain Azaïs, Guillaume Cerutti, Didier Gemmerlé, Florian Ingels

J. Open Source Softw., 2019

2018

Bark and leaf fusion systems to improve automatic tree species recognition.

Sarah Bertrand, Rihab Ben Ameur, Guillaume Cerutti, Didier Coquin, Lionel Valet, Laure Tougne

Ecol. Informatics, 2018

2017

Bark Recognition to Improve Leaf-based Classification in Didactic Tree Species Identification.

Sarah Bertrand, Guillaume Cerutti, Laure Tougne

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

Segmentation algorithm on smartphone dual camera: application to plant organs in the wild.

Sarah Bertrand, Guillaume Cerutti, Laure Tougne

Proceedings of the Tenth International Conference on Machine Vision, 2017

2015

Tree Leaves Extraction in Natural Images: Comparative Study of Preprocessing Tools and Segmentation Methods.

Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Camille Kurtz, Jonathan Weber, Laure Tougne

IEEE Trans. Image Process., 2015

An Iterative Mesh Optimization Method for 3D Meristem Reconstruction at Cell Level.

Guillaume Cerutti, Christophe Godin

Proceedings of the Biomedical Engineering Systems and Technologies, 2015

Meshing Meristems - An Iterative Mesh Optimization Method for Modeling Plant Tissue at Cell Resolution.

Guillaume Cerutti, Christophe Godin

Proceedings of the BIOIMAGING 2015, 2015

3-d Tessellation of Plant Tissue - A Dual Optimization Approach to Cell-Level Meristem Reconstruction from Microscopy Images.

Guillaume Cerutti, Sophie Ribes, Christophe Godin, Carlos Galvan-Ampudia, Teva Vernoux

Proceedings of the 2015 International Conference on 3D Vision, 2015

2014

Leaf margins as sequences: A structural approach to leaf identification.

Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant

Pattern Recognit. Lett., 2014

About the Impact of Pre-processing Tools on Segmentation Methods - Applied for Tree Leaves Extraction.

Manuel Grand-Brochier, Antoine Vacavant, Robin Strand, Guillaume Cerutti, Laure Tougne

Proceedings of the VISAPP 2014, 2014

Leaf Species Classification Based on a Botanical Shape Sub-classifier Strategy.

Honghui Liu, Didier Coquin, Lionel Valet, Guillaume Cerutti

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Understanding leaves in natural images - A model-based approach for tree species identification.

Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin

Comput. Vis. Image Underst., 2013

Curvature-Scale-based Contour Understanding for Leaf Margin Shape Recognition and Species Identification.

Guillaume Cerutti, Laure Tougne, Didier Coquin, Antoine Vacavant

Proceedings of the VISAPP 2013, 2013

Comparative study of segmentation methods for tree leaves extraction.

Manuel Grand-Brochier, Antoine Vacavant, Guillaume Cerutti, Kevin Bianchi, Laure Tougne

Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications, 2013

A model-based approach for compound leaves understanding and identification.

Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin

Proceedings of the IEEE International Conference on Image Processing, 2013

Late Information Fusion for Multi-modality Plant Species Identification.

Guillaume Cerutti, Laure Tougne, Céline Sacca, Thierry Joliveau, Pierre-Olivier Mazagol, Didier Coquin, Antoine Vacavant

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012

ReVeS Participation - Tree Species Classification Using Random Forests and Botanical Features.

Guillaume Cerutti, Violaine Antoine, Laure Tougne, Julien Mille, Lionel Valet, Didier Coquin, Antoine Vacavant

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

A Parametric Active Polygon for Leaf Segmentation and Shape Estimation.

Guillaume Cerutti, Laure Tougne, Antoine Vacavant, Didier Coquin

Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

Guiding Active Contours for Tree Leaf Segmentation and Identification.

Guillaume Cerutti, Laure Tougne, Julien Mille, Antoine Vacavant, Didier Coquin

Proceedings of the CLEF 2011 Labs and Workshop, 2011