Benjamin Perret

Professor at ESIEE Paris, Université Gustave Eiffel
94 %
Libre accès
65
Documents
Affiliations actuelles
  • Laboratoire d'Informatique Gaspard-Monge (LIGM)
  • Université Gustave Eiffel
  • ESIEE Paris
Contact

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Publications

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

Fraser Macfarlane , Paul Murray , Stephen Marshall , Benjamin Perret , Adrian Evans et al.

Mathematical Morphology - Theory and Applications, 2021, 5 (1), pp.128-152. ⟨10.1515/mathm-2020-0111⟩

Article dans une revue hal-04340893v1
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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 Najman et al.

IEEE Access, 2021, 9, pp.156482-156491. ⟨10.1109/ACCESS.2021.3128519⟩

Article dans une revue hal-03429058v2
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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 Talbot et al.

Journal of the European Academy of Dermatology and Venereology, 2021, 35 (1), ⟨10.1111/jdv.16810⟩

Article dans une revue hal-03144931v1
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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
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Higra: Hierarchical Graph Analysis

Benjamin Perret , Giovanni Chierchia , Jean Cousty , Silvio Jamil F. Guimarães , Yukiko Kenmochi et al.

SoftwareX, 2019, 10, pp.100335. ⟨10.1016/j.softx.2019.100335⟩

Article dans une revue hal-02309938v1
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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
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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
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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
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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
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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
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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
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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
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Simultaneous multi-band detection of Low Surface Brightness galaxies with Markovian modelling

B. Vollmer , B Perret , M Petremand , F Lavigne , Ch Collet et al.

The Astronomical Journal, 2013, 145 (2), pp.36. ⟨10.1088/0004-6256/145/2/36⟩

Article dans une revue hal-01112892v1
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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
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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
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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
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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
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Measuring Hierarchiness of Image Segmentations

Felipe Belém , Fábio Kochem , Alexandre Falcão , Zenilton Patrocínio , Silvio Jamil F. Guimarães et 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
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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
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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
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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
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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
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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
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Fast and Effective Superpixel Segmentation using Accurate Saliency Estimation

Felipe Belém , Isabela Borlido , Leonardo João , Benjamin Perret , Jean Cousty et 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
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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
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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
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An algebraic framework for out-of-core hierarchical segmentation algorithms

Jean Cousty , Benjamin Perret , Harold Phelippeau , Stela Carneiro , Pierre Kamlay et 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
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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
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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
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CGO: Multiband Astronomical Source Detection With Component-Graphs

Thanh Xuan Nguyen , Giovanni Chierchia , Laurent Najman , Aku Venhola , Caroline Haigh et 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
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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
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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
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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
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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
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Exploring Hierarchy Simplification for Non-Significant Region Removal

Isabela Borlido Barcelos , Gabriel Barbosa da Fonseca , Laurent Najman , Yukiko Kenmochi , Benjamin Perret et 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
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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

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

Fraser Macfarlane , Paul Murray , Stephen Marshall , Benjamin Perret , Adrian Evans et 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 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
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Evaluation of combinations of watershed hierarchiesvv

Deise S Maia , Arnaldo de A Araujo , Jean S Cousty , Laurent Najman , Benjamin Perret et al.

ISMM 2017, May 2017, Fontainebleau, France. pp.133-145, ⟨10.1007/978-3-319-57240-6_11⟩

Communication dans un congrès hal-01552420v1
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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. Guimarães et 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
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Proofs of the properties presented in the article "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