Robert Sabourin
Orcid: 0000-0002-9098-1011Affiliations:
- University of Quebec, Canada
According to our database1,
Robert Sabourin
authored at least 341 papers
between 1988 and 2024.
Collaborative distances:
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Bibliography
2024
A dynamic multiple classifier system using graph neural network for high dimensional overlapped data.
Inf. Fusion, March, 2024
Inf. Fusion, February, 2024
2023
A multi-task approach for contrastive learning of handwritten signature feature representations.
Expert Syst. Appl., May, 2023
Exploring diversity in data complexity and classifier decision spaces for pool generation.
Inf. Fusion, 2023
GNN-DES: A New End-to-End Dynamic Ensemble Selection Method Based on Multi-label Graph Neural Network.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2023
2022
Inf. Fusion, 2022
Contrastive Learning of Handwritten Signature Representations for Writer-Independent Verification.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
IEEE Trans. Inf. Forensics Secur., 2021
Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams.
Inf. Fusion, 2021
A comprehensive comparison of end-to-end approaches for handwritten digit string recognition.
Expert Syst. Appl., 2021
2020
Meta-Learning for Fast Classifier Adaptation to New Users of Signature Verification Systems.
IEEE Trans. Inf. Forensics Secur., 2020
Int. J. Artif. Intell. Tools, 2020
A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification.
Expert Syst. Appl., 2020
CSBF: A static ensemble fusion method based on the centrality score of complex networks.
Comput. Intell., 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
An Investigation of Feature Selection and Transfer Learning for Writer-Independent Offline Handwritten Signature Verification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
2019
Characterizing and Evaluating Adversarial Examples for Offline Handwritten Signature Verification.
IEEE Trans. Inf. Forensics Secur., 2019
Pattern Recognit., 2019
FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection.
Pattern Recognit., 2019
Pattern Recognit., 2019
Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning.
Int. J. Pattern Recognit. Artif. Intell., 2019
Data Preprocessing and Dynamic Ensemble Selection for Imbalanced Data Stream Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
On Dissimilarity Representation and Transfer Learning for Offline Handwritten Signature Verification.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019
Characterization of Handwritten Signature Images in Dissimilarity Representation Space.
Proceedings of the Computational Science - ICCS 2019, 2019
Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
A framework for dynamic classifier selection oriented by the classification problem difficulty.
Pattern Recognit., 2018
Neural Comput. Appl., 2018
A study on combining dynamic selection and data preprocessing for imbalance learning.
Neurocomputing, 2018
Fixed-sized representation learning from offline handwritten signatures of different sizes.
Int. J. Document Anal. Recognit., 2018
ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning.
CoRR, 2018
CoRR, 2018
CoRR, 2018
On dynamic ensemble selection and data preprocessing for multi-class imbalance learning.
CoRR, 2018
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018
Improve the Performance of Transfer Learning Without Fine-Tuning Using Dissimilarity-Based Multi-view Learning for Breast Cancer Histology Images.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
A Writer-Independent Approach for Offline Signature Verification using Deep Convolutional Neural Networks Features.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
2017
Pattern Recognit., 2017
Learning features for offline handwritten signature verification using deep convolutional neural networks.
Pattern Recognit., 2017
Pattern Recognit., 2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations.
Mach. Vis. Appl., 2017
Inf. Fusion, 2017
Cryptogr., 2017
Automatic Temperature Setpoint Tuning of a Thermoforming Machine using Fuzzy Terminal Iterative Learning Control.
CoRR, 2017
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Dynamic ensemble selection VS K-NN: Why and when dynamic selection obtains higher classification performance?
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Analyzing different prototype selection techniques for dynamic classifier and ensemble selection.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Dynamic Selection of Exemplar-SVMs for Watch-list Screening through Domain Adaptation.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
2016
A Dual-Purpose Memory Approach for Dynamic Particle Swarm Optimization of Recurrent Problems.
Proceedings of the Recent Advances in Computational Intelligence in Defense and Security, 2016
Pattern Recognit., 2016
Pattern Recognit., 2016
Neurocomputing, 2016
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
Writer-independent feature learning for Offline Signature Verification using Deep Convolutional Neural Networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016
Meta-regression based pool size prediction scheme for dynamic selection of classifiers.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
Pattern Recognit., 2015
Pattern Recognit., 2015
Forest species recognition based on dynamic classifier selection and dissimilarity feature vector representation.
Mach. Vis. Appl., 2015
Mach. Vis. Appl., 2015
Partially-supervised learning from facial trajectories for face recognition in video surveillance.
Inf. Fusion, 2015
Individual-specific management of reference data in adaptive ensembles for face re-identification.
IET Comput. Vis., 2015
A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers.
CoRR, 2015
Evaluation of Genotypic Diversity Measurements Exploited in Real-Coded Representation.
CoRR, 2015
Appl. Soft Comput., 2015
Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Transfer learning between texture classification tasks using Convolutional Neural Networks.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Adaptive skew-sensitive fusion of ensembles and their application to face re-identification.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
META-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Adaptive Classification for Person Re-identification Driven by Change Detection.
Proceedings of the ICPRAM 2015, 2015
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
Ensembles of exemplar-SVMs for video face recognition from a single sample per person.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015
2014
Rapid blockwise multi-resolution clustering of facial images for intelligent watermarking.
Mach. Vis. Appl., 2014
Inf. Sci., 2014
Skew-sensitive boolean combination for adaptive ensembles - An application to face recognition in video surveillance.
Inf. Fusion, 2014
A Classifier-free Ensemble Selection Method based on Data Diversity in Random Subspaces.
CoRR, 2014
Proceedings of the 22nd Mediterranean Conference on Control and Automation, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Assessing Textural Features for Writer Identification on Different Writing Styles and Forgeries.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Improving Signature-Based Biometric Cryptosystems Using Cascaded Signature Verification-Fuzzy Vault (SV-FV) Approach.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management, 2014
Dynamic Weighted Fusion of Adaptive Classifier Ensembles Based on Changing Data Streams.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014
2013
Neural Comput. Appl., 2013
Multi-feature extraction and selection in writer-independent off-line signature verification.
Int. J. Document Anal. Recognit., 2013
Int. J. Document Anal. Recognit., 2013
IET Biom., 2013
DS-DPSO: A dual surrogate approach for intelligent watermarking of bi-tonal document image streams.
Expert Syst. Appl., 2013
Securing high resolution grayscale facial captures using a blockwise coevolutionary GA.
Expert Syst. Appl., 2013
Performance of distributed multi-agent multi-state reinforcement spectrum management using different exploration schemes.
Expert Syst. Appl., 2013
Single Classifier-based Multiple Classification Scheme for weak classifiers: An experimental comparison.
Expert Syst. Appl., 2013
Feature representation selection based on Classifier Projection Space and Oracle analysis.
Expert Syst. Appl., 2013
Expert Syst. Appl., 2013
Fast intelligent watermarking of heterogeneous image streams through mixture modeling of PSO populations.
Appl. Soft Comput., 2013
Appl. Soft Comput., 2013
Dynamic multi-objective evolution of classifier ensembles for video face recognition.
Appl. Soft Comput., 2013
On the Dissimilarity Representation and Prototype Selection for Signature-Based Bio-cryptographic Systems.
Proceedings of the Similarity-Based Pattern Recognition - Second International Workshop, 2013
Proceedings of the IEEE 11th International New Circuits and Systems Conference, 2013
Securing Mass Biometric Templates Using Blockwise Multi-Resolution Clustering.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013
Towards Automated Transactions Based on the Offline Handwritten Signatures.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013
Evolving Classifier Ensembles using Dynamic Multi-objective Swarm Intelligence.
Proceedings of the ICPRAM 2013, 2013
A Dissimilarity-Based Approach for Biometric Fuzzy Vaults-Application to Handwritten Signature Images.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013
A comparison of adaptive appearance methods for tracking faces in video surveillance.
Proceedings of the 5th International Conference on Imaging for Crime Detection and Prevention, 2013
An individual-specific strategy for management of reference data in adaptive ensembles for person re-identification.
Proceedings of the 5th International Conference on Imaging for Crime Detection and Prevention, 2013
Proceedings of the 2nd ICDAR International Workshop on Automated Forensic Handwriting Analysis, 2013
2012
IEEE Trans. Evol. Comput., 2012
Pattern Recognit., 2012
Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition.
Pattern Recognit., 2012
LoGID: An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs.
Pattern Recognit., 2012
Dynamic selection of generative-discriminative ensembles for off-line signature verification.
Pattern Recognit., 2012
Int. J. Document Anal. Recognit., 2012
Fusion of biometric systems using Boolean combination: an application to iris-based authentication.
Int. J. Biom., 2012
Appl. Soft Comput., 2012
Proceedings of the ACM Symposium on Applied Computing, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012
Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Efficient cost-sensitive human-machine collaboration for offline signature verification.
Proceedings of the Document Recognition and Retrieval XIX, 2012
Proceedings of the 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications, 2012
2011
Int. J. Intell. Syst., 2011
Appl. Soft Comput., 2011
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011
Watermarking Stack of Grayscale Face Images as Dynamic Multi-Objective Optimization Problem.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2011
Impact of watermarking on offline signature verification in intelligent bio-watermarking systems.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011
Exploring the upper bound performance limit of iris biometrics using score calibration and fusion.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011
Comparing dynamic PSO algorithms for adapting classifier ensembles in video-based face recognition.
Proceedings of the 2011 IEEE Workshop on Computational Intelligence in Biometrics and Identity Management, 2011
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Identificação da Autoria de Manuscritos com Base em Atributos Genéticos e Genéricos da Escrita.
RITA, 2010
Pattern Recognit. Lett., 2010
Iterative Boolean combination of classifiers in the ROC space: An application to anomaly detection with HMMs.
Pattern Recognit., 2010
Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers.
Pattern Recognit., 2010
Improving performance of HMM-based off-line signature verification systems through a multi-hypothesis approach.
Int. J. Document Anal. Recognit., 2010
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010
A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010
Proceedings of the Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010), 2010
Proceedings of the Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2010), 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Combining Model-Based and Discriminative Approaches in a Modular Two-stage Classification System: Application to isolated Handwritten Digit Recognition.
Proceedings of the Progress in Computer Vision and Image Analysis, 2009
Signal Process., 2009
Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters.
Pattern Recognit., 2009
Leave-One-Out-Training and Leave-One-Out-Testing Hidden Markov Models for a Handwritten Numeral Recognizer: The Implications of a Single Classifier and Multiple Classifications.
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer.
Pattern Anal. Appl., 2009
Inf. Fusion, 2009
Solution over-Fit Control in Evolutionary Multiobjective Optimization of Pattern Classification Systems.
Int. J. Pattern Recognit. Artif. Intell., 2009
Int. J. Pattern Recognit. Artif. Intell., 2009
Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Proceedings of IEEE International Conference on Communications, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
A comparison of techniques for on-line incremental learning of HMM parameters in anomaly detection.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009
Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2009
Proceedings of the Progress in Pattern Recognition, 2009
2008
Pattern Recognit., 2008
Pattern Recognit., 2008
J. Univers. Comput. Sci., 2008
Proceedings of the IEEE International Conference on Systems, 2008
Using the RRT algorithm to optimize classification systems for handwritten digits and letters.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
The implication of data diversity for a classifier-free ensemble selection in random subspaces.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Overfitting in the selection of classifier ensembles: a comparative study between PSO and GA.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008
2007
Methodology for the design of NN-based month-word recognizers written on Brazilian bank checks.
Image Vis. Comput., 2007
Ecol. Informatics, 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
Proceedings of the 10th International Conference on Information Fusion, 2007
An empirical study on diversity measures and margin theory for ensembles of classifiers.
Proceedings of the 10th International Conference on Information Fusion, 2007
Proceedings of the Progress in Pattern Recognition, 2007
2006
Proceedings of the Multi-Objective Machine Learning, 2006
Int. J. Document Anal. Recognit., 2006
An implicit segmentation-based method for recognition of handwritten strings of characters.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
Single and Multi-Objective Genetic Algorithms for the Selection of Ensemble of Classifiers.
Proceedings of the International Joint Conference on Neural Networks, 2006
An Evaluation of Over-Fit Control Strategies for Multi-Objective Evolutionary Optimization.
Proceedings of the International Joint Conference on Neural Networks, 2006
Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
2005
Pattern Recognit. Lett., 2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005
2004
Int. J. Pattern Recognit. Artif. Intell., 2004
Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition.
Proceedings of the Structural, 2004
Proceedings of the XVII Brazilian Symposium on Computer Graphics and Image Processing, 2004
K-Means VQ algorithm using a low-cost parallel cluster computing.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2004
A Hybrid Multi-objective Evolutionary Algorithm for the Uncapacitated Exam Proximity Problem.
Proceedings of the Practice and Theory of Automated Timetabling V, 2004
Optimizing Nearest Neighbour in Random Subspaces using a Multi-Objective Genetic Algorithm.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
An off-line signature verification method based on the questioned document expert's approach and a neural network classifier.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
An optimized hill climbing algorithm for feature subset selection: evaluation on handwritten character recognition.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Handwritten Brazilian month recognition: an analysis of two NN architectures and a rejection mechanism.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Pattern Recognit. Lett., 2003
Pattern Anal. Appl., 2003
A Methodology for Feature Selection Using Multiobjective Genetic Algorithms for Handwritten Digit String Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2003
Int. J. Document Anal. Recognit., 2003
Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models.
Int. J. Document Anal. Recognit., 2003
Int. J. Document Anal. Recognit., 2003
Evaluating the Conventional and Class-Modular Architectures Feedforward Neural Network for Handwritten Word Recognition.
Proceedings of the 16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2003), 2003
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
Feature Selection for Ensembles: A Hierarchical Multi-Objective Genetic Algorithm Approach.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
Unsupervised Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Word Recognition.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
2002
Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy.
IEEE Trans. Pattern Anal. Mach. Intell., 2002
Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2002), 2002
The Interpersonal and Intrapersonal Variability Influences on Off-Line Signature Verification Using HMM.
Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2002), 2002
Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2002), 2002
Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Digit Recognition.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
A String Length Predictor to Control the Level Building of HMMs for Handwritten Numeral Recognition.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002
A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Técnicas em Processamento e Análise de Documentos Manuscritos.
RITA, 2001
Proceedings of the 14th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2001), 2001
Proceedings of the 14th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2001), 2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
A Distributed Scheme for Lexicon-Driven Handwritten Word Recognition and its Application to Large Vocabulary Problems.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Handwritten Isolated Word Recognition: An Approach Based on Mutual Information for Feature Set Validation.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
A Time-Length Constrained Level Building Algorithm for Large Vocabulary Handwritten Word Recognition.
Proceedings of the Advances in Pattern Recognition, 2001
An Enhanced HMM Topology in an LBA Framework for the Recognition of Handwritten Numeral Strings.
Proceedings of the Advances in Pattern Recognition, 2001
2000
Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000
Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000
An Off-Line Signature Verification System using Hidden Markov Model and Cross-Validation.
Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000
Proceedings of the 13th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2000), 2000
Proceedings of the 5th International Symposium on Mathematical Morphology and its Applications to Image and Signal Processing, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
An HMM-Based Approach for Off-Line Unconstrained Handwritten Word Modeling and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1999
Proceedings of the 19th International Conference of the Chilean Computer Science Society (SCCC '99), 1999
Mathematical Morphology and Weighted Least Squares to Correct Handwriting Baseline Skew.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999
1998
Improved model architecture and training phase in an off-line HMM-based word recognition system.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
1997
Int. J. Pattern Recognit. Artif. Intell., 1997
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997
Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997
Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997
Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997
Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997
Objective Evaluation of the Discriminant Power of Features in an HMM-based Word Recognition System.
Proceedings of the Advances in Document Image Analysis, First Brazilian Symposium, 1997
1996
Pattern Recognit., 1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
A fuzzy ARTMAP-based classification system for detecting cancerous cells, based on the one-class problem approach.
Proceedings of the 13th International Conference on Pattern Recognition, 1996
1995
Proceedings of the Image Analysis Applications and Computer Graphics, 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
An extended-shadow-code based approach for off-line signature verification. II. Evaluation of several multi-classifier combination strategies.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995
Off-line signature verification, without a priori knowledge of class ω<sub>2</sub>. A new approach.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995
Comparative study of the k nearest neighbour, threshold and neural network classifiers for handwritten signature verification using an enhanced directional PDF.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995
1994
Int. J. Pattern Recognit. Artif. Intell., 1994
An extended-shadow-code based approach for off-line signature verification. I. Evaluation of the bar mask definition.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1993
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993
1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992
1988
Segmentation of handwritten signature images using the statistics of directional data.
Proceedings of the 9th International Conference on Pattern Recognition, 1988