Benjamin Perret

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 43

Top Venues

University of Strasbourg, France (PHD)

Education History

University of Strasbourg, France

PHD

Publications

Raphael Lapertot, Giovanni Chierchia, Benjamin Perret
End-to-End Ultrametric Learning for Hierarchical Segmentation. DGMM (2024)
Josselin Lefèvre, Jean Cousty, Benjamin Perret, Harold Phelippeau
Out-of-Core Attribute Algorithms for Binary Partition Hierarchies. DGMM (2024)
Raphael Lapertot, Giovanni Chierchia, Benjamin Perret
Supervised Learning of Hierarchical Image Segmentation. CIARP (2023)
Felipe de Castro Belém, Isabela Borlido Barcelos, Leonardo de Melo Joao, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels. J. Math. Imaging Vis. 65 (5) (2023)
Quentin Lebon, Josselin Lefèvre, Jean Cousty, Benjamin Perret
Interactive Segmentation with Incremental Watershed Cuts. CIARP (2023)
Josselin Lefèvre, Jean Cousty, Benjamin Perret, Harold Phelippeau
Join, Select, and Insert: Efficient Out-of-core Algorithms for Hierarchical Segmentation Trees. DGMM (2022)
Josselin Lefèvre, Jean Cousty, Benjamin Perret, Harold Phelippeau
Join, select, and insert: efficient out-of-core algorithms for hierarchical segmentation trees. CoRR (2022)
Benjamin Perret, Jean Cousty
Component Tree Loss Function: Definition and Optimization. DGMM (2022)
Miguel Colom, Jose Armando Hernandez Gonzalez, Bertrand Kerautret, Benjamin Perret
Development Efforts for Reproducible Research: Platform, Library and Editorial Investment. RRPR (2022)
Felipe Belém, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão
Efficient Multiscale Object-based Superpixel Framework. CoRR (2022)
Felipe Belém, Isabela Borlido, Leonardo João, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão
Fast and Effective Superpixel Segmentation Using Accurate Saliency Estimation. DGMM (2022)
Thanh Xuan Nguyen, Giovanni Chierchia, Oleksandra Razim, Reynier F. Peletier, Laurent Najman, Hugues Talbot, Benjamin Perret
Object Detection With Component-Graphs in Multi-Band Images: Application to Source Detection in Astronomical Images. IEEE Access 9 (2021)
Gabriel Barbosa da Fonseca, Benjamin Perret, Romain Negrel, Jean Cousty, Silvio Jamil Ferzoli Guimarães
Fuzzy-Marker-Based Segmentation Using Hierarchies. DGMM (2021)
Fraser Macfarlane, Paul Murray, Stephen Marshall, Benjamin Perret, Adrian N. Evans, Henry White
Robust Object Detection in Colour Images Using a Multivariate Percentage Occupancy Hit-or-Miss Transform. Math. Morphol. Theory Appl. 5 (1) (2021)
Jean Cousty, Benjamin Perret, Harold Phelippeau, Stela Carneiro, Pierre Kamlay, Lilian Buzer
An Algebraic Framework for Out-of-Core Hierarchical Segmentation Algorithms. DGMM (2021)
Gabriel Barbosa da Fonseca, Romain Negrel, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães
New hierarchy-based segmentation layer: towards automatic marker proposal. SIBGRAPI (2021)
Benjamin Perret, Jean Cousty
Component Tree Loss Function: Definition and Optimization. CoRR (2021)
Felipe de Castro Belém, Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Alexandre X. Falcão
Towards a Simple and Efficient Object-based Superpixel Delineation Framework. SIBGRAPI (2021)
Thanh Xuan Nguyen, Giovanni Chierchia, Laurent Najman, Aku Venhola, Caroline Haigh, Reynier Peletier, Michael H. F. Wilkinson, Hugues Talbot, Benjamin Perret
CGO: Multiband Astronomical Source Detection With Component-Graphs. ICIP (2020)
Bernhard Burgeth, Andreas Kleefeld, Benoît Naegel, Benjamin Perret
Editorial - Special Issue: ISMM 2019. Math. Morphol. Theory Appl. 4 (1) (2020)
Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret
Characterization of Graph-Based Hierarchical Watersheds: Theory and Algorithms. J. Math. Imaging Vis. 62 (5) (2020)
Isabela Borlido Barcelos, Gabriel Barbosa da Fonseca, Laurent Najman, Yukiko Kenmochi, Benjamin Perret, Jean Cousty, Zenilton K. G. do Patrocínio, Silvio Jamil Ferzoli Guimarães
Exploring Hierarchy Simplification for Non-Significant Region Removal. SIBGRAPI (2019)
Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret
On the Probabilities of Hierarchical Watersheds. ISMM (2019)
Carolina Stephanie Jerônimo de Almeida, Jean Cousty, Benjamin Perret, Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães
Label Propagation Guided by Hierarchy of Partitions for Superpixel Computation. ICIAP (2) (2019)
Julie Robic, Benjamin Perret, Alex Nkengne, Michel Couprie, Hugues Talbot
Self-dual Pattern Spectra for Characterising the Dermal-Epidermal Junction in 3D Reflectance Confocal Microscopy Imaging. ISMM (2019)
Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret
Properties of combinations of hierarchical watersheds. Pattern Recognit. Lett. 128 (2019)
Giovanni Chierchia, Benjamin Perret
Ultrametric Fitting by Gradient Descent. CoRR (2019)
Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret
Recognizing Hierarchical Watersheds. DGCI (2019)
Giovanni Chierchia, Benjamin Perret
Ultrametric Fitting by Gradient Descent. NeurIPS (2019)
Deise Santana Maia, Jean Cousty, Laurent Najman, Benjamin Perret
Watersheding Hierarchies. ISMM (2019)
Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Laurent Najman
Removing non-significant regions in hierarchical clustering and segmentation. Pattern Recognit. Lett. 128 (2019)
Benjamin Perret, Giovanni Chierchia, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Yukiko Kenmochi, Laurent Najman
Higra: Hierarchical Graph Analysis. SoftwareX 10 (2019)
Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Deise Santana Maia
Evaluation of Hierarchical Watersheds. IEEE Trans. Image Process. 27 (4) (2018)
Karla Otiniano-Rodríguez, Arnaldo de Albuquerque Araújo, Guillermo Cámara Chávez, Jean Cousty, Silvio Jamil Ferzoli Guimarães, Benjamin Perret
Hierarchy-Based Salient Regions: A Region Detector Based on Hierarchies of Partitions. CIARP (2018)
Fraser Macfarlane, Paul Murray, Stephen Marshall, Benjamin Perret, Adrian N. Evans, Henry White
A Colour Hit-or-Miss Transform Based on a Rank Ordered Distance Measure. EUSIPCO (2018)
Filipe Tório. L. R. Nhimi, Zenilton K. G. Patrocínio Jr., Benjamin Perret, Jean Cousty, Silvio Jamil Ferzoli Guimarães
Evaluation of morphological hierarchies for supervised video segmentation. SAC (2018)
Julie Robic, Benjamin Perret, Alex Nkengne, Michel Couprie, Hugues Talbot
Classification of the dermal-epidermal junction using in-vivo confocal microscopy. ISBI (2017)
Deise Santana Maia, Arnaldo de Albuquerque Araújo, Jean Cousty, Laurent Najman, Benjamin Perret, Hugues Talbot
Evaluation of Combinations of Watershed Hierarchies. ISMM (2017)
Julie Robic, Alex Nkengne, Benjamin Perret, Michel Couprie, Hugues Talbot
Automated quantification of the epidermal aging process using in-vivo confocal microscopy. ISBI (2016)
Benjamin Perret, Jean Cousty, Jean Carlo Rivera Ura, Silvio Jamil Ferzoli Guimarães
Evaluation of Morphological Hierarchies for Supervised Segmentation. ISMM (2015)
Benjamin Perret, Christophe Collet
Connected image processing with multivariate attributes: An unsupervised Markovian classification approach. Comput. Vis. Image Underst. 133 (2015)
Benjamin Perret, Jean Cousty, Olena Tankyevych, Hugues Talbot, Nicolas Passat
Directed Connected Operators: Asymmetric Hierarchies for Image Filtering and Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 37 (6) (2015)
Benjamin Perret
Inf-structuring Functions: A Unifying Theory of Connections and Connected Operators. J. Math. Imaging Vis. 51 (1) (2015)
Jean Cousty, Laurent Najman, Benjamin Perret
Constructive Links between Some Morphological Hierarchies on Edge-Weighted Graphs. ISMM (2013)
Laurent Najman, Jean Cousty, Benjamin Perret
Playing with Kruskal: Algorithms for Morphological Trees in Edge-Weighted Graphs. ISMM (2013)
Benjamin Perret
Inf-structuring Functions and Self-dual Marked Flattenings in bi-Heyting Algebra. ISMM (2013)
Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Éric Slezak
Hyperconnections and Hierarchical Representations for Grayscale and Multiband Image Processing. IEEE Trans. Image Process. 21 (1) (2012)
Benjamin Perret, Sébastien Lefèvre, Christophe Collet
Toward a New Axiomatic for Hyper-Connections. ISMM (2011)
Benjamin Perret, Vincent Mazet, Christophe Collet, Éric Slezak
Hierarchical multispectral galaxy decomposition using a MCMC algorithm with multiple temperature simulated annealing. Pattern Recognit. 44 (6) (2011)
Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Éric Slezak
Connected Component Trees for Multivariate Image Processing and Applications in Astronomy. ICPR (2010)
Benjamin Perret, Vincent Mazet, Christophe Collet, Éric Slezak
Galaxy Decomposition in Multispectral Images Using Markov Chain Monte Carlo Algorithms. SCIA (2009)
Benjamin Perret, Sébastien Lefèvre, Christophe Collet
A robust hit-or-miss transform for template matching applied to very noisy astronomical images. Pattern Recognit. 42 (11) (2009)
Benjamin Perret, Sébastien Lefèvre, Christophe Collet, Bernd Vollmer
Astronomical object detection with a robust hit-or-miss transform. EUSIPCO (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Benjamin Perret