Laurent Heutte

Stat. Comput., February, 2024

2023

Approximating dynamic time warping with a convolutional neural network on EEG data.

[BibT_eX]

[DOI]

Hugo Lerogeron

Romain Picot-Clémente

Alain Rakotomamonjy

Pattern Recognit. Lett., 2023

Random Forest Dissimilarity for High-Dimension Low Sample Size Classification.

[BibT_eX]

[DOI]

CoRR, 2023

Approximating DTW with a convolutional neural network on EEG data.

[BibT_eX]

[DOI]

Hugo Lerogeron

Romain Picot-Clémente

Alain Rakotomamonjy

CoRR, 2023

Learning an autoencoder to compress EEG signals via a neural network based approximation of DTW.

[BibT_eX]

[DOI]

Hugo Lerogeron

Romain Picot-Clémente

Alain Rakotomamonjy

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

2022

Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing.

[BibT_eX]

[DOI]

Alessandro L. Koerich

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Image Retrieval and Pattern Spotting on Historical Documents with Binary Descriptors.

[BibT_eX]

[DOI]

Zacarias Curi

Alceu de Souza Britto Jr.

Pierrick Tranouez

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Dynamically Selected Ensemble for Data Stream Classification.

[BibT_eX]

[DOI]

Alceu de Souza Britto Jr.

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Improving pattern spotting in historical documents using feature pyramid networks.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

scikit-dyn2sel - A Dynamic Selection Framework for Data Streams.

[BibT_eX]

[DOI]

Alceu de Souza Britto Jr.

CoRR, 2020

Random Forest for Dissimilarity-based Multi-view Learning.

[BibT_eX]

[DOI]

CoRR, 2020

A Novel Random Forest Dissimilarity Measure for Multi-View Learning.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Random forest dissimilarity based multi-view learning for Radiomics application.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Multiple instance learning for histopathological breast cancer image classification.

[BibT_eX]

[DOI]

P. J. Sudharshan

Luiz Eduardo Soares de Oliveira

Fabio A. Spanhol

Alceu de Souza Britto Junior

Paul Honeine

Expert Syst. Appl., 2019

Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents.

[BibT_eX]

[DOI]

Kelly Lais Wiggers

Alessandro Lameiras Koerich

Luiz Eduardo Soares de Oliveira

CoRR, 2019

Image Retrieval and Pattern Spotting using Siamese Neural Network.

[BibT_eX]

[DOI]

Kelly Lais Wiggers

Alceu S. Britto Jr.

Alessandro L. Koerich

Luiz S. Oliveira

Proceedings of the International Joint Conference on Neural Networks, 2019

Pattern Spotting in Historical Documents Using Convolutional Models.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Historical Document Imaging and Processing, 2019

2018

Dissimilarity-based representation for radiomics applications.

[BibT_eX]

[DOI]

CoRR, 2018

Dynamic Voting in Multi-view Learning for Radiomics Applications.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

Document Image Retrieval Using Deep Features.

[BibT_eX]

[DOI]

Kelly Lais Wiggers

Alceu S. Britto Jr.

Luiz Eduardo Soares de Oliveira

Alessandro L. Koerich

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Improve the Performance of Transfer Learning Without Fine-Tuning Using Dissimilarity-Based Multi-view Learning for Breast Cancer Histology Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2017

New public dataset for spotting patterns in medieval document images.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2017

Automatic classification of human sperm head morphology.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2017

Deep features for breast cancer histopathological image classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Keynote 3: Random forests for biomedical data classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017

2016

A Dataset for Breast Cancer Histopathological Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2016

Extreme learning machine for out-of-sample extension in Laplacian eigenmaps.

[BibT_eX]

[DOI]

Arturo Mendoza Quispe

Pattern Recognit. Lett., 2016

A scalable pattern spotting system for historical documents.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Breast cancer histopathological image classification using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Fabio Alexandre Spanhol

Luiz S. Oliveira

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Pattern localization in historical document images via template matching.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Region Proposal for Pattern Spotting in Historical Document Images.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Pruning Trees in Random Forests for Minimizing non Detection in Medical imaging.

[BibT_eX]

[DOI]

Chesner Désir

Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016

2015

A deep HMM model for multiple keywords spotting in handwritten documents.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2015

Linear Discriminant Analysis for Zero-shot Learning Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the VISAPP 2015, 2015

Segmentation-free pattern spotting in historical document images.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014

EMMEL: a framework for historical manuscript analysis and presentation.

[BibT_eX]

[DOI]

Univers. Access Inf. Soc., 2014

2013

One class random forests.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Un modèle neuro markovien profond pour l'extraction de séquences dans des documents manuscrits.

[BibT_eX]

[DOI]

Document Numérique, 2013

Spot It! Finding Words and Patterns in Historical Documents.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012

Classification of Endomicroscopic Images of the Lung Based on Random Subwindows and Extra-Trees.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2012

Dynamic Random Forests.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

A categorization system for handwritten documents.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2012

An SVM-based distal lung image classification using texture descriptors.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2012

A New Random Forest Method for One-Class Classification.

[BibT_eX]

[DOI]

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A Random Forest Based Approach for One Class Classification in Medical Imaging.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Detection of pathological condition in distal lung images.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

DocExplore: overcoming cultural and physical barriers to access ancient documents.

[BibT_eX]

[DOI]

Proceedings of the ACM Symposium on Document Engineering, 2012

2011

Intégration d'informations textuelles de haut niveau en analyse de structures de documents manuscrits non contraints.

[BibT_eX]

[DOI]

Document Numérique, 2011

2010

A multi-model selection framework for unknown and/or evolutive misclassification cost problems.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Noncost Sensitive SVM Training Using Multiple Model Selection.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., 2010

An Information Extraction Model for Unconstrained Handwritten Documents.

[BibT_eX]

[DOI]

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

Structure Adaptation of HMM Applied to OCR.

[BibT_eX]

[DOI]

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

Using a Priori Knowledge to Classify in Vivo Images of the Lung.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010

A Study of Strength and Correlation in Random Forests.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010

Alpha-Numerical Sequences Extraction in Handwritten Documents.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

A New Hierarchical Handwritten Document Layout Extraction Based on Conditional Random Field Modeling.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Font adaptation of an HMM-based OCR system.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval XVII, 2010

2009

Automatic Extraction of Droppers in Catenary Scenes.

[BibT_eX]

[DOI]

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Classification of In-Vivo Endomicroscopic Images of the Alveolar Respiratory System.

[BibT_eX]

[DOI]

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

Influence of Hyperparameters on Random Forest Accuracy.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

On the selection of decision trees in Random Forests.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Characterization of Endomicroscopic Images of the Distal Lung for Computer-Aided Diagnosis.

[BibT_eX]

[DOI]

Aurélien Saint-Réquier

Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009

Towards a Better Understanding of Random Forests through the Study of Strength and Correlation.

[BibT_eX]

[DOI]

Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009

Unconstrained Handwritten Document Layout Extraction Using 2D Conditional Random Fields.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A Top-Down Approach for Automatic Dropper Extraction in Catenary Scenes.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008

Machine dating of manuscripts written by an individual.

[BibT_eX]

[DOI]

J. Electronic Imaging, 2008

The Development of a Computer-Assisted Tool for the Assessment of Neuropsychological Drawing Tasks.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Decis. Mak., 2008

Classification of plant leaf images with complicated background.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2008

Palmprint identification using restricted fusion.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2008

Forest-RK: A New Random Forest Induction Method.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

Authorial manuscript image analysis using markovian models: the Bovary project.

[BibT_eX]

[DOI]

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

Automatic extraction of information for catenary scene analysis.

[BibT_eX]

[DOI]

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

2007

Detection and recognition of erasures in on-line captured paper forms.

[BibT_eX]

[DOI]

Alain Wiart

Pattern Recognit. Lett., 2007

Document Image Segmentation Using a 2D Conditional Random Field Model.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Machine Dating of Handwritten Manuscripts.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Multi-Objective Optimization for SVM Model Selection.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Using Random Forests for Handwritten Digit Recognition.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006

On foreground - background separation in low quality document images.

[BibT_eX]

[DOI]

Utpal Garain

Int. J. Document Anal. Recognit., 2006

Experimental Comparison of Combination Rules using Simulated Data.

[BibT_eX]

[DOI]

Héla Zouari

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Markovian Approach for Handwritten Document Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A two-stage outlier rejection strategy for numerical field extraction in handwritten documents.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Extraction automatique de champs numériques dans des documents manuscrits.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

Complex Handwritten Page Segmentation Using Contextual Models.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

Segmentation-Driven Recognition Applied to Numerical Field Extraction from Handwritten Incoming Mail Documents.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006

2005

Automatic extraction of numerical sequences in handwritten incoming mail documents.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2005

A writer identification and verification system.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2005

Controlling the diversity in classifier ensembles through a measure of agreement.

[BibT_eX]

[DOI]

Héla Zouari

Pattern Recognit., 2005

Handwritten Document Segmentation Using Hidden Markov Random Fields.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

On Foreground-Background Separation in Low Quality Color Document Images.

[BibT_eX]

[DOI]

Utpal Garain

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Using Diversity Measure in Building Classifier Ensembles for Combination Method Analysis.

[BibT_eX]

[DOI]

Héla Zouari

Proceedings of the Computer Recognition Systems, 2005

2004

Unsupervised writer adaptation applied to handwritten text recognition.

[BibT_eX]

[DOI]

Ali Nosary

Pattern Recognit., 2004

A multiple agent architecture for handwritten text recognition.

[BibT_eX]

[DOI]

Ali Nosary

Pattern Recognit., 2004

Clustering And Bayesian Network Approaches For Discovering Handwriting Strategies Of Primary School Children.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2004

Generating Classifier Outputs with Fixed Diversity for Evaluating Voting Methods.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2004

Building Diverse Classifier Outputs to Evaluate the Behavior of Combination Methods: The Case of Two Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

Simulating Classifier Ensembles of Fixed Diversity for Studying Plurality Voting Performance.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Text line segmentation in handwritten document using a production system.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

Combination of contextual information for handwritten word recognition.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

A syntax-directed method for numerical field extraction using classifier combination.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

Handwriting analysis for writer verification.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

Enriching Historical Manuscripts: The Bovary Project.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

2003

Documents manuscrits et recherche d'information.

[BibT_eX]

[DOI]

Document Numérique, 2003

Numerical Field Extraction in Handwritten Incoming Mail Documents.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2003

Information Retrieval Based Writer Identification.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2003

Simulating Classifier Outputs for Evaluating Parallel Combination Methods.

[BibT_eX]

[DOI]

Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

A New Classifier Simulator for Evaluating Parallel Combination Methods.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Numerical Sequence Extraction in Handwritten Incoming Mail Documents.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Digitizing cultural heritage manuscripts: the Bovary project.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM Symposium on Document Engineering, 2003

2002

Handwritten text recognition through writer adaptation.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

Writer identification by writer's invariants.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

2001

Source-to-Source Instrumentation for the Optimization of an Automatic Reading System.

[BibT_eX]

[DOI]

Paulo Barbosa-Pereira

J. Supercomput., 2001

1999

Defining Writer's Invariants to Adapt the Recognition Task.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998

A structural/statistical feature based vector for handwritten character recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 1998

1997

Multi-Bank Check Recognition System: Consideration on The Numeral Amount Recognition Module.

[BibT_eX]

[DOI]