Benjamin Perret

According to our database, Benjamin Perret authored at least 52 papers between 2008 and 2024.

Collaborative distances:

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

2024

Out-of-Core Attribute Algorithms for Binary Partition Hierarchies.

Josselin Lefèvre, Jean Cousty, Benjamin Perret, Harold Phelippeau

Proceedings of the Discrete Geometry and Mathematical Morphology, 2024

End-to-End Ultrametric Learning for Hierarchical Segmentation.

Raphael Lapertot, Giovanni Chierchia, Benjamin Perret

Proceedings of the Discrete Geometry and Mathematical Morphology, 2024

2023

Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels.

Felipe de Castro Belém, Isabela Borlido Barcelos, Leonardo de Melo Joao, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão

J. Math. Imaging Vis., October, 2023

Interactive Segmentation with Incremental Watershed Cuts.

Quentin Lebon, Josselin Lefèvre, Jean Cousty, Benjamin Perret

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

Supervised Learning of Hierarchical Image Segmentation.

Raphael Lapertot, Giovanni Chierchia, Benjamin Perret

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022

Efficient Multiscale Object-based Superpixel Framework.

Felipe Belém, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão

CoRR, 2022

Development Efforts for Reproducible Research: Platform, Library and Editorial Investment.

Miguel Colom, Jose Armando Hernandez Gonzalez, Bertrand Kerautret, Benjamin Perret

Proceedings of the Reproducible Research in Pattern Recognition, 2022

Component Tree Loss Function: Definition and Optimization.

Benjamin Perret, Jean Cousty

Proceedings of the Discrete Geometry and Mathematical Morphology, 2022

Join, Select, and Insert: Efficient Out-of-core Algorithms for Hierarchical Segmentation Trees.

Josselin Lefèvre, Jean Cousty, Benjamin Perret, Harold Phelippeau

Proceedings of the Discrete Geometry and Mathematical Morphology, 2022

Fast and Effective Superpixel Segmentation Using Accurate Saliency Estimation.

Felipe Belém, Isabela Borlido, Leonardo de Melo Joao, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão

Proceedings of the Discrete Geometry and Mathematical Morphology, 2022

2021

Robust Object Detection in Colour Images Using a Multivariate Percentage Occupancy Hit-or-Miss Transform.

Fraser Macfarlane, Paul Murray, Stephen Marshall, Benjamin Perret, Adrian N. Evans, Henry White

Math. Morphol. Theory Appl., January, 2021

Object Detection With Component-Graphs in Multi-Band Images: Application to Source Detection in Astronomical Images.

Thanh Xuan Nguyen, Giovanni Chierchia, Oleksandra Razim, Reynier F. Peletier, Laurent Najman, Hugues Talbot, Benjamin Perret

IEEE Access, 2021

New hierarchy-based segmentation layer: towards automatic marker proposal.

Gabriel Barbosa da Fonseca, Romain Negrel, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Towards a Simple and Efficient Object-based Superpixel Delineation Framework.

Felipe de Castro Belém, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Fuzzy-Marker-Based Segmentation Using Hierarchies.

Gabriel Barbosa da Fonseca, Benjamin Perret, Romain Negrel, Jean Cousty, Silvio Jamil Ferzoli Guimarães

Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

An Algebraic Framework for Out-of-Core Hierarchical Segmentation Algorithms.

Jean Cousty, Benjamin Perret, Harold Phelippeau, Stela Carneiro, Pierre Kamlay, Lilian Buzer

Proceedings of the Discrete Geometry and Mathematical Morphology, 2021

Hierarchical image analysis: theory, algorithms, and applications.

Benjamin Perret

, 2021

2020

Editorial - Special Issue: ISMM 2019.

Bernhard Burgeth, Andreas Kleefeld, Benoît Naegel, Benjamin Perret

Math. Morphol. Theory Appl., 2020

Characterization of Graph-Based Hierarchical Watersheds: Theory and Algorithms.

Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret

J. Math. Imaging Vis., 2020

CGO: Multiband Astronomical Source Detection With Component-Graphs.

Thanh Xuan Nguyen, Giovanni Chierchia, Laurent Najman, Aku Venhola, Caroline Haigh, Reynier Peletier, Michael H. F. Wilkinson, Hugues Talbot, Benjamin Perret

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Higra: Hierarchical Graph Analysis.

Benjamin Perret, Giovanni Chierchia, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Laurent Najman

SoftwareX, 2019

Removing non-significant regions in hierarchical clustering and segmentation.

Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Laurent Najman

Pattern Recognit. Lett., 2019

Properties of combinations of hierarchical watersheds.

Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret

Pattern Recognit. Lett., 2019

Exploring Hierarchy Simplification for Non-Significant Region Removal.

Isabela Borlido Barcelos, Gabriel Barbosa da Fonseca, Laurent Najman, Yukiko Kenmochi, Benjamin Perret, Jean Cousty, Zenilton K. G. do Patrocínio, Silvio Jamil Ferzoli Guimarães

Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019

Ultrametric Fitting by Gradient Descent.

Giovanni Chierchia, Benjamin Perret

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Self-dual Pattern Spectra for Characterising the Dermal-Epidermal Junction in 3D Reflectance Confocal Microscopy Imaging.

Julie Robic, Benjamin Perret, Alex Nkengne, Michel Couprie, Hugues Talbot

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

On the Probabilities of Hierarchical Watersheds.

Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Watersheding Hierarchies.

Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019

Label Propagation Guided by Hierarchy of Partitions for Superpixel Computation.

Carolina Stephanie Jerônimo de Almeida, Jean Cousty, Benjamin Perret, Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Recognizing Hierarchical Watersheds.

Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret

Proceedings of the Discrete Geometry for Computer Imagery, 2019

2018

Evaluation of Hierarchical Watersheds.

Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Deise Santana Maia

IEEE Trans. Image Process., 2018

Evaluation of morphological hierarchies for supervised video segmentation.

Filipe Tório L. R. Nhimi, Zenilton K. G. Patrocínio Jr., Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

A Colour Hit-or-Miss Transform Based on a Rank Ordered Distance Measure.

Fraser Macfarlane, Paul Murray, Stephen Marshall, Benjamin Perret, Adrian N. Evans, Henry White

Proceedings of the 26th European Signal Processing Conference, 2018

Hierarchy-Based Salient Regions: A Region Detector Based on Hierarchies of Partitions.

Karla Otiniano-Rodríguez, Arnaldo de Albuquerque Araújo, Guillermo Cámara Chávez, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Benjamin Perret

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Evaluation of Combinations of Watershed Hierarchies.

Deise Santana Maia, Arnaldo de Albuquerque Araújo, Jean Cousty, Laurent Najman, Benjamin Perret, Hugues Talbot

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2017

Classification of the dermal-epidermal junction using in-vivo confocal microscopy.

Julie Robic, Benjamin Perret, Alex Nkengne, Michel Couprie, Hugues Talbot

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

Automated quantification of the epidermal aging process using in-vivo confocal microscopy.

Julie Robic, Alex Nkengne, Benjamin Perret, Michel Couprie, Hugues Talbot

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Directed Connected Operators: Asymmetric Hierarchies for Image Filtering and Segmentation.

Benjamin Perret, Jean Cousty, Olena Tankyevych, Hugues Talbot, Nicolas Passat

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Inf-structuring Functions: A Unifying Theory of Connections and Connected Operators.

Benjamin Perret

J. Math. Imaging Vis., 2015

Connected image processing with multivariate attributes: An unsupervised Markovian classification approach.

Benjamin Perret, Christophe Collet

Comput. Vis. Image Underst., 2015

Evaluation of Morphological Hierarchies for Supervised Segmentation.

Benjamin Perret, Jean Cousty, Jean Carlo Rivera Ura, Silvio Jamil Ferzoli Guimarães

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015

2013

Inf-structuring Functions and Self-dual Marked Flattenings in bi-Heyting Algebra.

Benjamin Perret

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Playing with Kruskal: Algorithms for Morphological Trees in Edge-Weighted Graphs.

Laurent Najman, Jean Cousty, Benjamin Perret

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

Constructive Links between Some Morphological Hierarchies on Edge-Weighted Graphs.

Jean Cousty, Laurent Najman, Benjamin Perret

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

2012

Hyperconnections and Hierarchical Representations for Grayscale and Multiband Image Processing.

Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Éric Slezak

IEEE Trans. Image Process., 2012

2011

Hierarchical multispectral galaxy decomposition using a MCMC algorithm with multiple temperature simulated annealing.

Benjamin Perret, Vincent Mazet, Christophe Collet, Éric Slezak

Pattern Recognit., 2011

Toward a New Axiomatic for Hyper-Connections.

Benjamin Perret, Sébastien Lefèvre, Christophe Collet

Proceedings of the Mathematical Morphology and Its Applications to Image and Signal Processing, 2011

2010

Caractérisation multibande de galaxies par hiérarchie de modèles et arbres de composantes connexes. (Multispectral galaxy characterization with a hierarchy of model and connected component trees).

Benjamin Perret

PhD thesis, 2010

Connected Component Trees for Multivariate Image Processing and Applications in Astronomy.

Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Éric Slezak

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

A robust hit-or-miss transform for template matching applied to very noisy astronomical images.

Benjamin Perret, Sébastien Lefèvre, Christophe Collet

Pattern Recognit., 2009

Galaxy Decomposition in Multispectral Images Using Markov Chain Monte Carlo Algorithms.

Benjamin Perret, Vincent Mazet, Christophe Collet, Éric Slezak

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

2008

Astronomical object detection with a robust hit-or-miss transform.

Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Bernd Vollmer

Proceedings of the 2008 16th European Signal Processing Conference, 2008