Benjamin Perret Professor at ESIEE Paris, Université Gustave Eiffel

Identifiants chercheurs

IdHAL :

benjamin-perret

ORCID :

0000-0003-0933-8342

IdRef :

152624678

Publications

Article dans une revue (20)

Out-of-core Algorithms for Binary Partition Hierarchies Josselin Lefèvre,Jean Cousty,Benjamin Perret,Harold Phelippeau Journal of Mathematical Imaging and Vision, 2025, 67 (2), pp.18. ⟨10.1007/s10851-025-01234-0⟩ Article dans une revue hal-04997067v2
Incremental Watershed Cuts: Interactive Segmentation Algorithm with Parallel Strategy Quentin Lebon,Josselin Lefèvre,Jean Cousty,Benjamin Perret Pattern Recognition Letters, 2024, ⟨10.1016/j.patrec.2024.12.005⟩ Article dans une revue hal-04536919v2
Novel Arc-Cost Functions and Seed Relevance Estimations for Compact and Accurate Superpixels Felipe C Belém,Isabela B Barcelos,Leonardo M João,Benjamin Perret,Jean Coustyet al. Journal of Mathematical Imaging and Vision, 2023, 65 (5), pp.770-786. ⟨10.1007/s10851-023-01156-9⟩ Article dans une revue hal-04345100v1
Robust Object Detection in Colour Images Using a Multivariate Percentage Occupancy Hit-or-Miss Transform Fraser Macfarlane,Paul Murray,Stephen Marshall,Benjamin Perret,Adrian Evanset al. Mathematical Morphology - Theory and Applications, 2021, 5 (1), pp.128-152. ⟨10.1515/mathm-2020-0111⟩ Article dans une revue hal-04340893v1
Clinical validation of a computer‐based approach for the quantification of the skin ageing process of women using in vivo confocal microscopy Julie Robic,Alex Nkengne,Benjamin Perret,Michel Couprie,Hugues Talbotet al. Journal of the European Academy of Dermatology and Venereology, 2021, 35 (1), ⟨10.1111/jdv.16810⟩ Article dans une revue hal-03144931v1
Object Detection with Component-Graphs in Multi-band Images: Application to Source Detection in Astronomical Images Thanh Xuan Nguyen,Giovanni Chierchia,O Razim,R Peletier,Laurent Najmanet al. IEEE Access, 2021, 9, pp.156482-156491. ⟨10.1109/ACCESS.2021.3128519⟩ Article dans une revue hal-03429058v2
Characterization of graph-based hierarchical watersheds: theory and algorithms Deise Santana Maia,Jean Cousty,Laurent Najman,Benjamin Perret International Journal of Mathematical Imaging and Vision, 2020, Special Issue on Discrete Geometry for Computer Imagery 2019, 62 (5), pp.627-658. ⟨10.1007/s10851-019-00936-6⟩ Article dans une revue hal-02280023v2
Ultrametric fitting by gradient descent Giovanni Chierchia,Benjamin Perret Journal of Statistical Mechanics: Theory and Experiment, 2020, 2020 (12), pp.124004. ⟨10.1088/1742-5468/abc62d⟩ Article dans une revue hal-03113554v1
Removing non-significant regions in hierarchical clustering and segmentation Benjamin Perret,Jean Cousty,Silvio Jamil Ferzoli Guimarães,Yukiko Kenmochi,Laurent Najman Pattern Recognition Letters, 2019, 128, pp.433-439. ⟨10.1016/j.patrec.2019.10.008⟩ Article dans une revue hal-02305469v3
Properties of combinations of hierarchical watersheds Deise Santana Maia,Jean Cousty,Laurent Najman,Benjamin Perret Pattern Recognition Letters, 2019, 128, pp.513-520. ⟨10.1016/j.patrec.2019.10.009⟩ Article dans une revue hal-02175824v2
Higra: Hierarchical Graph Analysis Benjamin Perret,Giovanni Chierchia,Jean Cousty,Silvio Jamil F. Guimarães,Yukiko Kenmochiet al. SoftwareX, 2019, 10, pp.100335. ⟨10.1016/j.softx.2019.100335⟩ Article dans une revue hal-02309938v1
Three-dimensional conditional random field for the dermal–epidermal junction segmentation Julie Robic,Benjamin Perret,Alex Nkengne,Michel Couprie,Hugues Talbot Journal of Medical Imaging, 2019, 6 (02), pp.1. ⟨10.1117/1.JMI.6.2.024003⟩ Article dans une revue hal-02155490v1
Evaluation of hierarchical watersheds Benjamin Perret,Jean Cousty,Silvio J.F. Guimarães,Deise S Maia IEEE Transactions on Image Processing, 2018, 27 (4), pp.1676-1688. ⟨10.1109/TIP.2017.2779604⟩ Article dans une revue hal-01430865v4
Inf-structuring Functions: A Unifying Theory of Connections and Connected Operators Benjamin Perret Journal of Mathematical Imaging and Vision, 2015, 51 (1), pp.171-194. ⟨10.1007/s10851-014-0515-2⟩ Article dans une revue hal-01018791v1
Directed connected operators: Asymmetric hierarchies for image filtering and segmentation Benjamin Perret,Jean Cousty,Olena Tankyevych,Hugues Talbot,Nicolas Passat IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015, 37 (6), pp.1162-1176. ⟨10.1109/TPAMI.2014.2366145⟩ Article dans une revue hal-00869727v2
Connected image processing with multivariate attributes: an unsupervised Markovian classification approach Benjamin Perret,Christophe Collet Computer Vision and Image Understanding, 2015, 133, pp.1-14. ⟨10.1016/j.cviu.2014.09.008⟩ Article dans une revue hal-01071418v1
Simultaneous multi-band detection of Low Surface Brightness galaxies with Markovian modelling B. Vollmer,B Perret,M Petremand,F Lavigne,Ch Colletet al. The Astronomical Journal, 2013, 145 (2), pp.36. ⟨10.1088/0004-6256/145/2/36⟩ Article dans une revue hal-01112892v1
Hyperconnections and Hierarchical Representations for Grayscale and Multiband Image Processing Benjamin Perret,Sébastien Lefèvre,Christophe Collet,Éric Slezak IEEE Transactions on Image Processing, 2012, 21 (1), pp.14--27. ⟨10.1109/TIP.2011.2161322⟩ Article dans une revue hal-00737998v1
Hierarchical multispectral galaxy decomposition using a MCMC algorithm with multiple temperature simulated annealing Benjamin Perret,Mazet Vincent,Christophe Collet,Eric Slezak Pattern Recognition, 2011, 44 (6), pp.1328-1342. ⟨10.1016/j.patcog.2010.11.021⟩ Article dans une revue hal-00749588v1
A Robust Hit-or-Miss Transform for Template Matching in Very Noisy Astronomical Images Benjamin Perret,Sébastien Lefèvre,Christophe Collet Pattern Recognition, 2009, 42 (11), pp.2470-2480. ⟨10.1016/j.patcog.2009.02.013⟩ Article dans une revue hal-00512735v1

Communication dans un congrès (36)

Measuring Hierarchiness of Image Segmentations Felipe Belém,Fábio Kochem,Alexandre Falcão,Zenilton Patrocínio,Silvio Jamil F. Guimarãeset al. 37th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI 2024), Sep 2024, Manaus, Brazil. ⟨10.1109/SIBGRAPI62404.2024.10716344⟩ Communication dans un congrès hal-04826627v1
Out-of-core Attribute Algorithms for Binary Partition Hierarchies Josselin Lefèvre,Jean Cousty,Benjamin Perret,Harold Phelippeau Discrete Geometry and Mathematical Morphology, Apr 2024, Florence, Italy. pp.298-311, ⟨10.1007/978-3-031-57793-2_23⟩ Communication dans un congrès hal-04364371v1
End-to-end Ultrametric Learning for Hierarchical Segmentation Raphael Lapertot,Giovanni Chierchia,Benjamin Perret Discrete Geometry and Mathematical Morphology, 2024, Florence, Italy. pp.286-297, ⟨10.1007/978-3-031-57793-2_22⟩ Communication dans un congrès hal-04440600v1
Interactive Segmentation With Incremental Watershed Cuts Quentin Lebon,Josselin Lefèvre,Jean Cousty,Benjamin Perret Iberoamerican Congress on Pattern Recognition (CIARP), Inês Domingues; Verónica Vasconcelos, Nov 2023, Coimbra, Portugal. pp.189-200, ⟨10.1007/978-3-031-49018-7_14⟩ Communication dans un congrès hal-04069187v3
Development Efforts for Reproducible Research: Platform, Library and Editorial Investment Miguel Colom,José Armando Hernández,Bertrand Kerautret,Benjamin Perret RRPR 2022: Reproducible Research in Pattern Recognition, Aug 2022, Montréal, Canada. pp.3-21, ⟨10.1007/978-3-031-40773-4_1⟩ Communication dans un congrès hal-04229847v1
Supervised Learning of Hierarchical Image Segmentation Raphael Lapertot,Giovanni Chierchia,Benjamin Perret 26th Iberoamerican Congress on Pattern Recognition (CIARP), Instituto Superior de Educação e Ciências (ISEC), Nov 2023, Coimbra (Portugal), Portugal. pp.201-213, ⟨10.1007/978-3-031-49018-7_15⟩ Communication dans un congrès hal-04205711v2
Join, Select, and Insert: Efficient Out-of-core Algorithms for Hierarchical Segmentation Trees Josselin Lefèvre,Jean Cousty,Benjamin Perret,Harold Phelippeau IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), Oct 2022, Strasbourg, France. pp.274-286, ⟨10.1007/978-3-031-19897-7_22⟩ Communication dans un congrès hal-03794772v1
Component Tree Loss Function: Definition and Optimization Benjamin Perret,Jean Cousty DGMM 2022: Discrete Geometry and Mathematical Morphology, 2022, Strasbourg, France. pp.248--260, ⟨10.1007/978-3-031-19897-7_20⟩ Communication dans un congrès hal-03115362v2
Fast and Effective Superpixel Segmentation using Accurate Saliency Estimation Felipe Belém,Isabela Borlido,Leonardo João,Benjamin Perret,Jean Coustyet al. DGMM 2022: Discrete Geometry and Mathematical Morphology, Oct 2022, Strasbourg, France. pp.261-273, ⟨10.1007/978-3-031-19897-7_21⟩ Communication dans un congrès hal-04229917v1
Fuzzy-marker-based segmentation using hierarchies Gabriel Barbosa da Fonseca,Benjamin Perret,Romain Negrel,Jean Cousty,Silvio Jamil Ferzoli Guimarães International Conference on Discrete Geometry and Mathematical Morphology (DGMM), 2021, Uppsala, Sweden Communication dans un congrès hal-03179706v1
An algebraic framework for out-of-core hierarchical segmentation algorithms Jean Cousty,Benjamin Perret,Harold Phelippeau,Stela Carneiro,Pierre Kamlayet al. IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), May 2021, Uppsala(virtual), Sweden. ⟨10.1007/978-3-030-76657-3_27⟩ Communication dans un congrès hal-03210968v1
Towards a Simple and Efficient Object-based Superpixel Delineation Framework Felipe C Belém,Benjamin Perret,Jean Cousty,Silvio J F Guimarães,Alexandre X Falcão 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Oct 2021, Gramado, Brazil. pp.346-353, ⟨10.1109/SIBGRAPI54419.2021.00054⟩ Communication dans un congrès hal-04341605v1
New hierarchy-based segmentation layer: towards automatic marker proposal Gabriel Barbosa da Fonseca,Romain Negrel,Benjamin Perret,Jean Cousty,Silvio Jamil Ferzoli Guimarães SIBGRAPI – Conference on Graphics, Patterns and Images, Oct 2021, Gramado (virtual), Brazil. ⟨10.1109/sibgrapi54419.2021.00055⟩ Communication dans un congrès hal-03432848v1
CGO: Multiband Astronomical Source Detection With Component-Graphs Thanh Xuan Nguyen,Giovanni Chierchia,Laurent Najman,Aku Venhola,Caroline Haighet al. ICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abu Dhabi, United Arab Emirates. pp.16-20, ⟨10.1109/ICIP40778.2020.9191276⟩ Communication dans un congrès hal-03132048v1
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 ISMM 2019 - International Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, Jul 2019, Saarbrücken, Germany. pp.508-519, ⟨10.1007/978-3-030-20867-7_39⟩ Communication dans un congrès hal-02169702v1
Label Propagation Guided by Hierarchy of Partitions for Superpixel Computation Carolina Stephanie Jerônimo de Almeida,Jean Cousty,Benjamin Perret,Zenilton Kleber G. Patrocínio,Silvio Jamil F. Guimarães Image Analysis and Processing, 2019, Trento, Italy. pp.3-13, ⟨10.1007/978-3-030-30645-8_1⟩ Communication dans un congrès hal-03132460v1
Ultrametric Fitting by Gradient Descent Giovanni Chierchia,Benjamin Perret Advances in Neural Information Processing Systems 32, Dec 2019, Vancouver, Canada Communication dans un congrès hal-02150017v1
Watersheding hierarchies Deise Santana Maia,Jean Cousty,Laurent Najman,Benjamin Perret International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. ⟨10.1007/978-3-030-20867-7_10⟩ Communication dans un congrès hal-02180478v1
Exploring Hierarchy Simplification for Non-Significant Region Removal Isabela Borlido Barcelos,Gabriel Barbosa da Fonseca,Laurent Najman,Yukiko Kenmochi,Benjamin Perretet al. 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Oct 2019, Rio de Janeiro, Brazil. pp.100-107, ⟨10.1109/SIBGRAPI.2019.00022⟩ Communication dans un congrès hal-03132023v1
Recognizing hierarchical watersheds Deise S Maia,Jean Cousty,Laurent Najman,Benjamin Perret DGCI2019, Mar 2019, Noisy-le-grand, France. pp.300-313, ⟨10.1007/978-3-030-14085-4_24⟩ Communication dans un congrès hal-01948502v1
On the probabilities of hierarchical watersheds Deise Santana Maia,Jean Cousty,Laurent Najman,Benjamin Perret International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. ⟨10.1007/978-3-030-20867-7_11⟩ Communication dans un congrès hal-02180484v1
Evaluation of morphological hierarchies for supervised video segmentation Filipe Tório. L. R. Nhimi,Zenilton Patrocínio,Benjamin Perret,Jean Cousty,Silvio Jamil F. Guimarães the 33rd Annual ACM Symposium on Applied Computing, Apr 2018, Pau, France. ⟨10.1145/3167132.3167154⟩ Communication dans un congrès hal-01886738v1
A Colour Hit-or-Miss Transform Based on a Rank Ordered Distance Measure Fraser Macfarlane,Paul Murray,Stephen Marshall,Benjamin Perret,Adrian Evanset al. 2018 26th European Signal Processing Conference (EUSIPCO), Sep 2018, Rome, Italy. pp.588-592, ⟨10.23919/EUSIPCO.2018.8553050⟩ Communication dans un congrès hal-04341331v1
Evaluation of combinations of watershed hierarchiesvv Deise S Maia,Arnaldo de A Araujo,Jean S Cousty,Laurent Najman,Benjamin Perretet al. ISMM 2017, May 2017, Fontainebleau, France. pp.133-145, ⟨10.1007/978-3-319-57240-6_11⟩ Communication dans un congrès hal-01552420v1
Classification of the dermal-epidermal junction using in-vivo confocal microscopy Julie Robic,Benjamin Perret,Alex Nkengne,Michel Couprie,Hugues Talbot International Symposium on Biomedical Imaging, Apr 2017, Melbourne, Australia. pp.252-255, ⟨10.1109/ISBI.2017.7950513⟩ Communication dans un congrès hal-01548696v1
Automated quantification of the epidermal aging process using in-vivo confocal microscopy Julie Robic,A Nkengne,Benjamin Perret,Michel Couprie,Hugues Talbot International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic. ⟨10.1109/ISBI.2016.7493486⟩ Communication dans un congrès hal-01363469v1
Evaluation of morphological hierarchies for supervised segmentation Benjamin Perret,Jean Cousty,Jean Carlo Rivera Ura,Silvio Jamil F. Guimarães 12th International Symposium on Mathematical Morphology, May 2015, Reykjavik, Iceland. pp.39-50, ⟨10.1007/978-3-319-18720-4_4⟩ Communication dans un congrès hal-01142072v1
Constructive links between some morphological hierarchies on edge-weighted graphs Jean Cousty,Laurent Najman,Benjamin Perret International Symposium on Mathematical Morphology, May 2013, Uppsala, Sweden. pp.85-96 Communication dans un congrès hal-00798622v2
Inf-structuring functions and self-dual marked flattenings in bi-Heyting algebra Benjamin Perret ISMM 2013, May 2013, Uppsala, Sweden. pp.365-376, ⟨10.1007/978-3-642-38294-9_31⟩ Communication dans un congrès hal-00803422v1
Playing with Kruskal: algorithms for morphological trees in edge-weighted graphs Laurent Najman,Jean Cousty,Benjamin Perret International Symposium on Mathematical Morphology, May 2013, Uppsala, Sweden. pp.135-146 Communication dans un congrès hal-00798621v1
Toward a new axiomatic for hyper-connections Benjamin Perret,Sébastien Lefèvre,Christophe Collet International Symposium on Mathematical Morphology (ISMM), 2011, Intra, Italy. pp.85-95 Communication dans un congrès hal-00663811v1
From hyperconnections to hypercomponent tree: Application to document image binarization Benjamin Perret,Sébastien Lefèvre,Christophe Collet,Eric Slezak Workshop on Applications of Digital Geometry and Mathematical Morphology (WADGMM), 2010, Istanbul, Turkey. paper #5 Communication dans un congrès hal-00516036v1
Connected component trees for multivariate image processing applications in astronomy Benjamin Perret,Sébastien Lefèvre,Christophe Collet,Eric Slezak 20th IAPR International Conference on Pattern Recognition (ICPR), 2010, Istanbul, Turkey. pp.4089-4092 Communication dans un congrès hal-00516044v1
Galaxy Decomposition in Multispectral Images Using Markov Chain Monte Carlo Algorithms Benjamin Perret,Mazet Vincent,Christophe Collet,Eric Slezak Scandinavian Conference on Image Analysis, Jun 2009, Oslo, Norway. pp.209-218, ⟨10.1007/978-3-642-02230-2_22⟩ Communication dans un congrès hal-00749593v1
Décomposition d'images multispectrales de galaxies au moyen d'algorithmes de Monte Carlo par chaines de Markov Benjamin Perret,Vincent Mazet,Christophe Collet,Eric Slezak GRETSI, 2009, Dijon, France Communication dans un congrès hal-05559351v1
Astronomical Object Detection with a Robust Hit-or-Miss Transform Benjamin Perret,Sébastien Lefèvre,Christophe Collet,Bernd Vollmer 16th EURASIP European Signal Processing Conference (EUSIPCO), 2008, Switzerland Communication dans un congrès hal-00516054v1

Ouvrages (1)

Mathematical Morphology and Its Applications to Signal and Image Processing Bernhard Burgeth,Andreas Kleefeld,Benoît Naegel,Nicolas Passat,Benjamin Perret Springer Nature Switzerland AG, 11564, 2019, Lecture Notes in Computer Science, 978-3-030-20866-0. ⟨10.1007/978-3-030-20867-7⟩ Ouvrages hal-02151905v1

Chapitre d'ouvrage (3)

Hierarchy-Based Salient Regions: A Region Detector Based on Hierarchies of Partitions Karla Otiniano-Rodríguez,Arnaldo de A. Araújo,Guillermo Cámara-Chávez,Jean Cousty,Silvio Jamil F. Guimarãeset al. CIARP 2018: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, , pp.444-452, 2019, ⟨10.1007/978-3-030-13469-3_52⟩ Chapitre d'ouvrage hal-02064718v1
Morphological Template Matching in Color Images Sébastien Lefèvre,Erchan Aptoula,Benjamin Perret,Jonathan Weber Advances in Low-Level Color Image Processing, 11, Springer Netherlands, pp.241-277, 2014, Lecture Notes in Computational Vision and Biomechanics, 978-94-007-7583-1. ⟨10.1007/978-94-007-7584-8_8⟩ Chapitre d'ouvrage hal-01111954v1
Panoramic Integral-Field Spectrograph: Ultraspectral Data to Understand the History of the Universe Christophe Collet,Benjamin Perret,Mazet Vincent Christophe Collet; Jocelyn Chanussot; Kacem Chehdi. Digital Signal and Image Processing Series, ISTE Ltd and John Wiley & Sons Inc, pp.437-450, 2009, Multivariate Image Processing, 978-1848211391 Chapitre d'ouvrage hal-01112885v1

Pré-publication, Document de travail (3)

Playing with Kruskal: algorithms for flat and hierarchical watershed cuts Jean Cousty,Laurent Najman,Benjamin Perret,Deise Santana Maia 2025 Pré-publication, Document de travail (working paper) hal-05299371v1
Hierarchy-based fuzzy segmentation and marker learning layer: theory and algorithms Gabriel Barbosa da Fonseca,Romain Negrel,Benjamin Perret,Jean Cousty,Silvio J.F. Guimarães 2025 Pré-publication, Document de travail hal-05040261v1
Improving imbalanced predictions via a novel watershed-based oversampling method: Application to sickle cell disease Yamna Ouchtar,Benjamin Perret,Christian Kassasseya,Pablo Bartolucci,Laurent Najman 2023 Pré-publication, Document de travail (preprint/prepublication) hal-04112987v1

Rapport (1)

Proofs of the properties presented in the article &quot;Watersheding hierarchies Deise Santana Maia,Jean Cousty,Laurent Najman,B Perret [Research Report] Université Paris-Est, LIGM UMR CNRS 8049, France; ESIEE Paris. 2019 Rapport (rapport de recherche) hal-02087042v1

HDR (1)

Hierarchical image analysis: theory, algorithms, and applications Benjamin Perret Image Processing [eess.IV]. Université Paris-Est, 2021 HDR tel-03231061v1

Thèse (1)

Caractérisation multibande de galaxies par hiérarchie de modèles et arbres de composantes connexes Benjamin Perret Traitement du signal et de l'image [eess.SP]. Université de Strasbourg, 2010. Français. ⟨NNT : ⟩ Thèse tel-00559584v1