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 | 2013 | |
|---|---|---|
| j56 |      | Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin: Review of phenotypic diversity formulations for diagnostic tool. Appl. Soft Comput. 13(1): 9-26 (2013) |
| j55 | | Eduardo Vellasques, Robert Sabourin, Eric Granger: Fast intelligent watermarking of heterogeneous image streams through mixture modeling of PSO populations. Appl. Soft Comput. 13(6): 3130-3148 (2013) |
| j54 | | Jean-François Connolly, Eric Granger, Robert Sabourin: Dynamic multi-objective evolution of classifier ensembles for video face recognition. Appl. Soft Comput. 13(6): 3149-3166 (2013) |
| j53 | | Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin: Texture-based descriptors for writer identification and verification. Expert Syst. Appl. 40(6): 2069-2080 (2013) |
| j52 | | Albert Hung-Ren Ko, Robert Sabourin: Single Classifier-based Multiple Classification Scheme for weak classifiers: An experimental comparison. Expert Syst. Appl. 40(9): 3606-3622 (2013) |
| j51 | | Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang, Robert Sabourin: Feature representation selection based on Classifier Projection Space and Oracle analysis. Expert Syst. Appl. 40(9): 3813-3827 (2013) |
| j50 | | Albert Hung-Ren Ko, Robert Sabourin, François Gagnon: Performance of distributed multi-agent multi-state reinforcement spectrum management using different exploration schemes. Expert Syst. Appl. 40(10): 4115-4126 (2013) |
| j49 | | Dominique Rivard, Eric Granger, Robert Sabourin: Multi-feature extraction and selection in writer-independent off-line signature verification. IJDAR 16(1): 83-103 (2013) |
| j48 | | F. C. Ribas, Luiz E. Soares Oliveira, Alceu de Souza Britto Jr., Robert Sabourin: Handwritten digit segmentation: a comparative study. IJDAR 16(2): 127-137 (2013) |
| j47 | | Jefferson Martins, Luiz E. Soares Oliveira, S. Nisgoski, Robert Sabourin: A database for automatic classification of forest species. Mach. Vis. Appl. 24(3): 567-578 (2013) |
| j46 | | Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen: Dynamic selection approaches for multiple classifier systems. Neural Computing and Applications 22(3-4): 673-688 (2013) |
| c124 | | Paulo Vinicius Wolski Radtke, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy: Adaptive Ensemble Selection for Face Re-identification under Class Imbalance. MCS 2013: 95-108 |
| c123 | | Albert Hung-Ren Ko, Robert Sabourin: Single Classifier Based Multiple Classifications. MCS 2013: 134-145 |
| 2012 | ||
| j45 | | Marcelo N. Kapp, Robert Sabourin, Patrick Maupin: A dynamic model selection strategy for support vector machine classifiers. Appl. Soft Comput. 12(8): 2550-2565 (2012) |
| j44 | | R. K. Hanusiak, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin: Writer verification using texture-based features. IJDAR 15(3): 213-226 (2012) |
| j43 | | Jean-François Connolly, Eric Granger, Robert Sabourin: An adaptive classification system for video-based face recognition. Inf. Sci. 192: 50-70 (2012) |
| j42 | | Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin: A survey of techniques for incremental learning of HMM parameters. Inf. Sci. 197: 105-130 (2012) |
| j41 | | Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin: Adaptive ROC-based ensembles of HMMs applied to anomaly detection. Pattern Recognition 45(1): 208-230 (2012) |
| j40 | | Luana Batista, Eric Granger, Robert Sabourin: Dynamic selection of generative-discriminative ensembles for off-line signature verification. Pattern Recognition 45(4): 1326-1340 (2012) |
| j39 | | Jean-François Connolly, Eric Granger, Robert Sabourin: Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition. Pattern Recognition 45(7): 2460-2477 (2012) |
| j38 | | Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen: LoGID: An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs. Pattern Recognition 45(9): 3544-3556 (2012) |
| j37 | | Guillaume Corriveau, Raynald Guilbault, Antoine Tahan, Robert Sabourin: Review and Study of Genotypic Diversity Measures for Real-Coded Representations. IEEE Trans. Evolutionary Computation 16(5): 695-710 (2012) |
| c122 | | Johannes Coetzer, Jacques P. Swanepoel, Robert Sabourin: Efficient cost-sensitive human-machine collaboration for offline signature verification. DRR 2012 |
| c121 | | Eduardo Vellasques, Robert Sabourin, Eric Granger: Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems. GECCO 2012: 73-80 |
| c120 | | Julien-Charles Levesque, Audrey Durand, Christian Gagné, Robert Sabourin: Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space. GECCO 2012: 879-886 |
| c119 | | George S. Eskander, Robert Sabourin, Eric Granger: Adaptation of Writer-Independent Systems for Offline Signature Verification. ICFHR 2012: 434-439 |
| c118 | | Jean-François Connolly, Eric Granger, Robert Sabourin: On the correlation between genotype and classifier diversity. ICPR 2012: 1068-1071 |
| c117 | | Paulo Vinicius Wolski Radtke, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy: Adaptive selection of ensembles for imbalanced class distributions. ICPR 2012: 2980-2984 |
| c116 | | Miguel De-la-Torre, Eric Granger, Paulo Vinicius Wolski Radtke, Robert Sabourin, Dmitry O. Gorodnichy: Incremental update of biometric models in face-based video surveillance. IJCNN 2012: 1-8 |
| c115 | | Christophe C. Pagano, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy: Detector ensembles for face recognition in video surveillance. IJCNN 2012: 1-8 |
| c114 | | Felipe Ribas, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin: Assessing handwitten digit segmentation algorithms. SAC 2012: 772-776 |
| 2011 | ||
| j36 | | Eduardo Vellasques, Robert Sabourin, Eric Granger: A high throughput system for intelligent watermarking of bi-tonal images. Appl. Soft Comput. 11(8): 5215-5229 (2011) |
| j35 | | Marcelo N. Kapp, Robert Sabourin, Patrick Maupin: A dynamic optimization approach for adaptive incremental learning. Int. J. Intell. Syst. 26(11): 1101-1124 (2011) |
| c113 | | Eulanda Miranda dos Santos, Robert Sabourin: Classifier ensembles optimization guided by population oracle. IEEE Congress on Evolutionary Computation 2011: 693-698 |
| c112 | | Luciane Y. Hirabara, Simone B. K. Aires, Cinthia O. A. Freitas, Alceu de Souza Britto Jr., Robert Sabourin: Dynamic Zoning Selection for Handwritten Character Recognition. CIARP 2011: 507-514 |
| c111 |  | Bassem S. Rabil, Robert Sabourin, Eric Granger: Watermarking Stack of Grayscale Face Images as Dynamic Multi-Objective Optimization Problem. MDA 2011: 63-77 |
| c110 | | Luana Batista, Eric Granger, Robert Sabourin: Dynamic Ensemble Selection for Off-Line Signature Verification. MCS 2011: 157-166 |
| c109 | | Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin: Incremental Boolean Combination of Classifiers. MCS 2011: 340-349 |
| 2010 | ||
| j34 | | Luana Batista, Eric Granger, Robert Sabourin: Improving performance of HMM-based off-line signature verification systems through a multi-hypothesis approach. IJDAR 13(1): 33-47 (2010) |
| j33 | | Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin: Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers. Pattern Recognition 43(1): 387-396 (2010) |
| j32 | | Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin: Iterative Boolean combination of classifiers in the ROC space: An application to anomaly detection with HMMs. Pattern Recognition 43(8): 2732-2752 (2010) |
| j31 | | Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin: On the memory complexity of the forward-backward algorithm. Pattern Recognition Letters 31(2): 91-99 (2010) |
| c108 | | Jean-François Connolly, Eric Granger, Robert Sabourin: An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification. IEEE Congress on Evolutionary Computation 2010: 1-8 |
| c107 | | Luana Batista, Eric Granger, Robert Sabourin: Applying Dissimilarity Representation to Off-Line Signature Verification. ICPR 2010: 1293-1297 |
| c106 | | Marcelo N. Kapp, Robert Sabourin, Patrick Maupin: Adaptive Incremental Learning with an Ensemble of Support Vector Machines. ICPR 2010: 4048-4051 |
| c105 | | Pedro Luiz de Paula, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin: Forest Species Recognition Using Color-Based Features. ICPR 2010: 4178-4181 |
| c104 | | Wael Khreich, Eric Granger, Ali Miri, Robert Sabourin: Boolean Combination of Classifiers in the ROC Space. ICPR 2010: 4299-4303 |
| c103 | | Bassem S. Rabil, Robert Sabourin, Eric Granger: Intelligent Watermarking with Multi-objective Population Based Incremental Learning. IIH-MSP 2010: 131-134 |
| c102 | | Eduardo Vellasques, Robert Sabourin, Eric Granger: Intelligent Watermarking of Document Images as a Dynamic Optimization Problem. IIH-MSP 2010: 139-142 |
| c101 | | Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen: Dynamic Selection of Ensembles of Classifiers Using Contextual Information. MCS 2010: 145-154 |
| c100 | | Luana Batista, Eric Granger, Robert Sabourin: A Multi-Classifier System for Off-Line Signature Verification Based on Dissimilarity Representation. MCS 2010: 264-273 |
| 2009 | ||
| j30 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: Compound Diversity Functions for Ensemble Selection. IJPRAI 23(4): 659-686 (2009) |
| j29 | | Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sabourin: Solution over-Fit Control in Evolutionary Multiobjective Optimization of Pattern Classification Systems. IJPRAI 23(6): 1107-1127 (2009) |
| j28 | | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin: Overfitting cautious selection of classifier ensembles with genetic algorithms. Information Fusion 10(2): 150-162 (2009) |
| j27 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer. Pattern Anal. Appl. 12(1): 21-35 (2009) |
| j26 | | Albert Hung-Ren Ko, Paulo Rodrigo Cavalin, Robert Sabourin, Alceu de Souza Britto Jr.: 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. 31(12): 2168-2178 (2009) |
| j25 | | Paulo Rodrigo Cavalin, Robert Sabourin, Ching Y. Suen, Alceu de Souza Britto Jr.: Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters. Pattern Recognition 42(12): 3241-3253 (2009) |
| j24 | | Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin: Combining different biometric traits with one-class classification. Signal Processing 89(11): 2117-2127 (2009) |
| c99 | | José Josemar de Oliveira Jr., Cinthia Obladen de Almendra Freitas, João Marques de Carvalho, Robert Sabourin: Handwritten Word Recognition Using Multi-view Analysis. CIARP 2009: 371-378 |
| c98 | | Marcelo N. Kapp, Robert Sabourin, Patrick Maupin: A PSO-based framework for dynamic SVM model selection. GECCO 2009: 1227-1234 |
| c97 | | Andre Pimenta, Edson J. R. Justino, Luiz S. Oliveira, Robert Sabourin: Document reconstruction using dynamic programming. ICASSP 2009: 1393-1396 |
| c96 | | Wael Khreich, Eric Granger, Robert Sabourin, Ali Miri: Combining Hidden Markov Models for Improved Anomaly Detection. ICC 2009: 1-6 |
| c95 | | Murilo Santos, Albert Hung-Ren Ko, Luiz S. Oliveira, Robert Sabourin, Alessandro L. Koerich, Alceu de Souza Britto Jr.: Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System. ICDAR 2009: 666-670 |
| c94 | | Luana Batista, Eric Granger, Robert Sabourin: A Multi-Hypothesis Approach for Off-Line Signature Verification with HMMs. ICDAR 2009: 1315-1319 |
| 2008 | ||
| j23 | | Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin, Flávio Bortolozzi: Combining Classifiers in the ROC-space for Off-line Signature Verification. J. UCS 14(2): 237-251 (2008) |
| j22 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: From dynamic classifier selection to dynamic ensemble selection. Pattern Recognition 41(5): 1718-1731 (2008) |
| j21 | | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin: A dynamic overproduce-and-choose strategy for the selection of classifier ensembles. Pattern Recognition 41(10): 2993-3009 (2008) |
| j20 | | Eduardo Vellasques, Luiz S. Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich, Robert Sabourin: Filtering segmentation cuts for digit string recognition. Pattern Recognition 41(10): 3044-3053 (2008) |
| c93 | | Jean-François Connolly, Eric Granger, Robert Sabourin: Supervised Incremental Learning with the Fuzzy ARTMAP Neural Network. ANNPR 2008: 66-77 |
| c92 | | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin: Pareto analysis for the selection of classifier ensembles. GECCO 2008: 681-688 |
| c91 | | Eulanda Miranda dos Santos, Luiz S. Oliveira, Robert Sabourin, Patrick Maupin: Overfitting in the selection of classifier ensembles: a comparative study between PSO and GA. GECCO 2008: 1423-1424 |
| c90 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: A new HMM training and testing scheme. ICPR 2008: 1-4 |
| c89 | | Albert Hung-Ren Ko, Robert Sabourin, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr.: The implication of data diversity for a classifier-free ensemble selection in random subspaces. ICPR 2008: 1-5 |
| c88 | | Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin: Fusion of biometric systems using one-class classification. IJCNN 2008: 1308-1313 |
| c87 | | Eric Granger, Jean-François Connolly, Robert Sabourin: A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning. IJCNN 2008: 3305-3312 |
| c86 | | Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong: Using the RRT algorithm to optimize classification systems for handwritten digits and letters. SAC 2008: 1748-1752 |
| c85 | | Diego Bertolini, Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin: Ensemble of classifiers for off-line signature verification. SMC 2008: 283-288 |
| 2007 | ||
| j19 | | Pascal Côté, Lael Parrott, Robert Sabourin: Multi-objective optimization of an ecological assembly model. Ecological Informatics 2(1): 23-31 (2007) |
| j18 | | Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Robert Sabourin: Methodology for the design of NN-based month-word recognizers written on Brazilian bank checks. Image Vision Comput. 25(1): 40-49 (2007) |
| j17 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr., Luiz S. Oliveira: Pairwise fusion matrix for combining classifiers. Pattern Recognition 40(8): 2198-2210 (2007) |
| c84 | | Cinthia Obladen de Almendra Freitas, João Marques de Carvalho, José Josemar de Oliveira Jr., Simone B. K. Aires, Robert Sabourin: Confusion Matrix Disagreement for Multiple Classifiers. CIARP 2007: 387-396 |
| c83 | | Hanno Coetzer, Robert Sabourin: A Human-Centric Off-Line Signature Verification System. ICDAR 2007: 153-157 |
| c82 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: K-Nearest Oracle for Dynamic Ensemble Selection. ICDAR 2007: 422-426 |
| c81 | | Luiz S. Oliveira, Edson J. R. Justino, Robert Sabourin: Off-line Signature Verification Using Writer-Independent Approach. IJCNN 2007: 2539-2544 |
| c80 | | Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong: Annealing Based Approach to Optimize Classification Systems. IJCNN 2007: 2616-2620 |
| c79 | | Cinthia Obladen de Almendra Freitas, João M. Carvalho, José Josemar de Oliveira Jr., Simone B. K. Aires, Robert Sabourin: Distance-based Disagreement Classifiers Combination. IJCNN 2007: 2729-2733 |
| c78 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: A New HMM-Based Ensemble Generation Method for Numeral Recognition. MCS 2007: 52-61 |
| c77 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination. MCS 2007: 302-311 |
| c76 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: A New Dynamic Ensemble Selection Method for Numeral Recognition. MCS 2007: 431-439 |
| 2006 | ||
| j16 | | Luiz S. Oliveira, Marisa E. Morita, Robert Sabourin: Feature selection for ensembles applied to handwriting recognition. IJDAR 8(4): 262-279 (2006) |
| c75 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: Evolving ensemble of classifiers in random subspace. GECCO 2006: 1473-1480 |
| c74 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: A New Objective Function for Ensemble Selection in Random Subspaces. ICPR (4) 2006: 185-188 |
| c73 | | Eric Granger, Philippe Henniges, Luiz S. Oliveira, Robert Sabourin: Particle Swarm Optimization of Fuzzy ARTMAP Parameters. IJCNN 2006: 2060-2067 |
| c72 | | Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.: Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces. IJCNN 2006: 2144-2151 |
| c71 | | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin: Single and Multi-Objective Genetic Algorithms for the Selection of Ensemble of Classifiers. IJCNN 2006: 3070-3077 |
| c70 | | Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sabourin: An Evaluation of Over-Fit Control Strategies for Multi-Objective Evolutionary Optimization. IJCNN 2006: 3327-3334 |
| c69 | | Paulo Rodrigo Cavalin, Alceu de Souza Britto Jr., Flávio Bortolozzi, Robert Sabourin, Luiz E. Soares de Oliveira: An implicit segmentation-based method for recognition of handwritten strings of characters. SAC 2006: 836-840 |
| p1 | | Luiz S. Oliveira, Marisa E. Morita, Robert Sabourin: Feature Selection for Ensembles Using the Multi-Objective Optimization Approach. Multi-Objective Machine Learning 2006: 49-74 |
| 2005 | ||
| j15 | | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: Recognition and Verification of Unconstrained Handwritten Words. IEEE Trans. Pattern Anal. Mach. Intell. 27(10): 1509-1522 (2005) |
| j14 | | Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin: A comparison of SVM and HMM classifiers in the off-line signature verification. Pattern Recognition Letters 26(9): 1377-1385 (2005) |
| c68 | | Luiz E. Soares de Oliveira, Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi: Multi-objective Genetic Algorithms to Create Ensemble of Classifiers. EMO 2005: 592-606 |
| c67 | | Paulo Vinicius Wolski Radtke, Tony Wong, Robert Sabourin: A Multi-objective Memetic Algorithm for Intelligent Feature Extraction. EMO 2005: 767-781 |
| c66 | | Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin: A Synthetic Database to Assess Segmentation Algorithms. ICDAR 2005: 207-211 |
| c65 | | Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin: Improving Cascading Classifiers with Particle Swarm Optimization. ICDAR 2005: 570-574 |
| c64 | | Paulo Vinicius Wolski Radtke, Robert Sabourin, Tony Wong: Intelligent Feature Extraction for Ensemble of Classifiers. ICDAR 2005: 866-870 |
| 2004 | ||
| j13 | | Cinthia Obladen de Almendra Freitas, Flávio Bortolozzi, Robert Sabourin: Study Of Perceptual Similarity Between Different Lexicons. IJPRAI 18(7): 1321-1338 (2004) |
| c63 | | Luiz S. Oliveira, Robert Sabourin: Support vector machines for handwritten numerical string recognition. IWFHR 2004: 39-44 |
| c62 | | Jonathan Milgram, Mohamed Cheriet, Robert Sabourin: Speeding up the decision making of support vector classifiers. IWFHR 2004: 57-62 |
| c61 | | Marisa E. Morita, Luiz S. Oliveira, Robert Sabourin: Unsupervised feature selection for ensemble of classifiers. IWFHR 2004: 81-86 |
| c60 | | Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Robert Sabourin: Handwritten Brazilian month recognition: an analysis of two NN architectures and a rejection mechanism. IWFHR 2004: 209-214 |
| c59 | | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition. IWFHR 2004: 232-237 |
| c58 | | Carlos M. Nunes, Alceu de Souza Britto Jr., Celso A. A. Kaestner, Robert Sabourin: An optimized hill climbing algorithm for feature subset selection: evaluation on handwritten character recognition. IWFHR 2004: 365-370 |
| c57 | | Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings. IWFHR 2004: 371-376 |
| c56 | | Cesar R. Santos, Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin: An off-line signature verification method based on the questioned document expert's approach and a neural network classifier. IWFHR 2004: 498-502 |
| c55 | | Jonathan Milgram, Robert Sabourin, Mohamed Cheriet: Two-Stage Classification System combining Model-Based and Discriminative Approaches. ICPR (1) 2004: 152-155 |
| c54 | | Guillaume Tremblay, Robert Sabourin, Patrick Maupin: Optimizing Nearest Neighbour in Random Subspaces using a Multi-Objective Genetic Algorithm. ICPR (1) 2004: 208 |
| c53 | | Pascal Côté, Tony Wong, Robert Sabourin: A Hybrid Multi-objective Evolutionary Algorithm for the Uncapacitated Exam Proximity Problem. PATAT 2004: 294-312 |
| c52 | | Paulo Sergio Lopes de Souza, Alceu de Souza Britto Jr., Robert Sabourin, Simone do Rocio Senger de Souza, Díbio Leandro Borges: K-Means VQ algorithm using a low-cost parallel cluster computing. Parallel and Distributed Computing and Networks 2004: 392-397 |
| c51 | | José Josemar de Oliveira Jr., Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, João Marques de Carvalho, Robert Sabourin: Handwritten Recognition with Multiple Classifiers for Restricted Lexicon. SIBGRAPI 2004: 82-89 |
| c50 | | Carlos M. Nunes, Alceu de Souza Britto Jr., Celso A. A. Kaestner, Robert Sabourin: Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition. SSPR/SPR 2004: 1018-1025 |
| 2003 | ||
| j12 | | Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi: The recognition of handwritten numeral strings using a two-stage HMM-based method. IJDAR 5(2-3): 102-117 (2003) |
| j11 | | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models. IJDAR 6(2): 126-144 (2003) |
| j10 | | Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Segmentation and recognition of handwritten dates: an HMM-MLP hybrid approach. IJDAR 6(4): 248-262 (2003) |
| j9 | | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: A Methodology for Feature Selection Using Multiobjective Genetic Algorithms for Handwritten Digit String Recognition. IJPRAI 17(6): 903-929 (2003) |
| j8 | | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: Large vocabulary off-line handwriting recognition: A survey. Pattern Anal. Appl. 6(2): 97-121 (2003) |
| j7 | | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Impacts of verification on a numeral string recognition system. Pattern Recognition Letters 24(7): 1023-1031 (2003) |
| c49 | | Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: A Recognition and Verification Strategy for Handwritten Word Recognition. ICDAR 2003: 482- |
| c48 | | Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Unsupervised Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Word Recognition. ICDAR 2003: 666-670 |
| c47 | | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Feature Selection for Ensembles: A Hierarchical Multi-Objective Genetic Algorithm Approach. ICDAR 2003: 676- |
| c46 | | Paulo Vinicius Wolski Radtke, Luiz E. Soares de Oliveira, Robert Sabourin, Tony Wong: Intelligent Zoning Design Using Multi-Objective Evolutionary Algorithms. ICDAR 2003: 824-828 |
| c45 | | Alceu de Souza Britto Jr., Paulo Sergio Lopes de Souza, Robert Sabourin, Simone do Rocio Senger de Souza, Díbio Leandro Borges: A Low-Cost Parallel K-Means VQ Algorithm Using Cluster Computing. ICDAR 2003: 839-843 |
| c44 | | F. Grandidier, Robert Sabourin, Ching Y. Suen: Integration of Contextual Information in Handwriting Recognition Systems. ICDAR 2003: 1252-1256 |
| c43 | | Marcelo N. Kapp, Cinthia Obladen de Almendra Freitas, Júlio C. Nievola, Robert Sabourin: Evaluating the Conventional and Class-Modular Architectures Feedforward Neural Network for Handwritten Word Recognition. SIBGRAPI 2003: 315-322 |
| 2002 | ||
| j6 | | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Automatic Recognition of Handwritten Numerical Strings: A Recognition and Verification Strategy. IEEE Trans. Pattern Anal. Mach. Intell. 24(11): 1438-1454 (2002) |
| c42 | | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: Fast two-level Viterbi search algorithm for unconstrained handwriting recognition. ICASSP 2002: 3537-3540 |
| c41 | | Alessandro L. Koerich, Yann Leydier, Robert Sabourin, Ching Y. Suen: A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models. IWFHR 2002: 99-104 |
| c40 | | Marisa E. Morita, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Segmentation and recognition of handwritten dates. IWFHR 2002: 105-110 |
| c39 | | José Josemar de Oliveira Jr., João Marques de Carvalho, Cinthia Obladen de Almendra Freitas, Robert Sabourin: Feature sets evaluation for handwritten word recognition. IWFHR 2002: 446-450 |
| c38 | | Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: A String Length Predictor to Control the Level Building of HMMs for Handwritten Numeral Recognition. ICPR (4) 2002: 31-34 |
| c37 | | Suzete E. N. Correia, João Marques de Carvalho, Robert Sabourin: On the Performance of Wavelets for Handwritten Numerals Recognition. ICPR (3) 2002: 127-130 |
| c36 | | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Digit Recognition. ICPR (1) 2002: 568-571 |
| c35 | | Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin: The Interpersonal and Intrapersonal Variability Influences on Off-Line Signature Verification Using HMM. SIBGRAPI 2002: 197-202 |
| c34 | | José Josemar de Oliveira Jr., João Marques de Carvalho, Cinthia Obladen de Almendra Freitas, Robert Sabourin: Evaluating NN and HMM Classifiers for Handwritten Word Recognition. SIBGRAPI 2002: 210-217 |
| c33 | | Suzete E. N. Correia, João Marques de Carvalho, Robert Sabourin: Human-Perception Handwritten Character Recognition Using Wavelets. SIBGRAPI 2002: 404 |
| 2001 | ||
| j5 | | Alceu de Souza Britto Jr., Cinthia Obladen de Almendra Freitas, Edson J. R. Justino, Díbio Leandro Borges, Jacques Facon, Flávio Bortolozzi, Robert Sabourin: Técnicas em Processamento e Análise de Documentos Manuscritos. RITA 8(2): 47-68 (2001) |
| c32 | | Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: An Enhanced HMM Topology in an LBA Framework for the Recognition of Handwritten Numeral Strings. ICAPR 2001: 105-114 |
| c31 | | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: A Time-Length Constrained Level Building Algorithm for Large Vocabulary Handwritten Word Recognition. ICAPR 2001: 127-136 |
| c30 | | F. Grandidier, Robert Sabourin, Michel Gilloux, Ching Y. Suen: An a priori Indicator of the Discrimination Power of Discrete Hidden Markov Models. ICDAR 2001: 350- |
| c29 | | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: A Modular System to Recognize Numerical Amounts on Brazilian Bank Checks. ICDAR 2001: 389- |
| c28 | | Alceu de Souza Britto Jr., Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: A Two-Stage HMM-Based System for Recognizing Handwritten Numeral Strings. ICDAR 2001: 396-400 |
| c27 | | Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen: A Distributed Scheme for Lexicon-Driven Handwritten Word Recognition and its Application to Large Vocabulary Problems. ICDAR 2001: 660-664 |
| c26 | | Cinthia Obladen de Almendra Freitas, Flávio Bortolozzi, Robert Sabourin: Handwritten Isolated Word Recognition: An Approach Based on Mutual Information for Feature Set Validation. ICDAR 2001: 665-669 |
| c25 | | Marisa E. Morita, Robert Sabourin, Mounim A. El-Yacoubi, Flávio Bortolozzi, Ching Y. Suen: Handwritten Month Word Recognition on Brazilian Bank Checks. ICDAR 2001: 972-976 |
| c24 | | Edson J. R. Justino, Flávio Bortolozzi, Robert Sabourin: Off-line Signature Verification Using HMM for Random, Simple and Skilled Forgeries. ICDAR 2001: 1031-1034 |
| c23 | | Luiz E. Soares de Oliveira, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: High-Level Verification of Handwritten Numeral Strings. SIBGRAPI 2001: 36-43 |
| c22 | | Luiz E. Soares de Oliveira, N. Benahmed, Robert Sabourin, Flávio Bortolozzi, Ching Y. Suen: Feature Subset Selection Using Genetic Algorithms for Handwritten Digit Recognition. SIBGRAPI 2001: 362- |
| 2000 | ||
| c21 | | Luiz E. Soares de Oliveira, Edouard Lethelier, Flávio Bortolozzi, Robert Sabourin: A New Segmentation Approach for Handwritten Digits. ICPR 2000: 2323-2326 |
| c20 | | Luiz E. Soares de Oliveira, Edouard Lethelier, Flávio Bortolozzi, Robert Sabourin: Handwritten Digits Segmentation Based on Structural Approach. SIBGRAPI 2000: 67-73 |
| c19 | | Cinthia Obladen de Almendra Freitas, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin: Brazilian Bank Check Handwritten Legal Amount Recognition. SIBGRAPI 2000: 97-104 |
| c18 | | Edson J. R. Justino, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin: An Off-Line Signature Verification System using Hidden Markov Model and Cross-Validation. SIBGRAPI 2000: 105-112 |
| c17 | | Marisa E. Morita, Edouard Lethelier, Abdenaim El Yacoubi, Flávio Bortolozzi, Robert Sabourin: Recognition of Handwritten Dates on Bank Checks using an HMM Approach. SIBGRAPI 2000: 113-122 |
| 1999 | ||
| j4 | | Mounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen: An HMM-Based Approach for Off-Line Unconstrained Handwritten Word Modeling and Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 21(8): 752-760 (1999) |
| c16 | | Marisa E. Morita, Jacques Facon, Flávio Bortolozzi, Silvio J. A. Garnés, Robert Sabourin: Mathematical Morphology and Weighted Least Squares to Correct Handwriting Baseline Skew. ICDAR 1999: 430-433 |
| c15 | | F. Grandidier, Robert Sabourin, Mounim A. El-Yacoubi, Michel Gilloux, Ching Y. Suen: Influence of Word Length on Handwriting Recognition. ICDAR 1999: 777-780 |
| c14 | | Fabrício Enembreck, Bráulio Coelho Ávila, Robert Sabourin: Decision Tree-Based Paraconsistent Learning. SCCC 1999: 43-52 |
| 1997 | ||
| j3 | | Nabeel A. Murshed, Robert Sabourin, Flávio Bortolozzi: A Cognitive Approach to Off-Line Signature Verification. IJPRAI 11(5): 801-825 (1997) |
| c13 | | Mounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen: Objective Evaluation of the Discriminant Power of Features in an HMM-based Word Recognition System. BSDIA 1997: 60-73 |
| c12 | | Robert Sabourin: Off-Line Signature Verification: Recent Advances and Perspectives. BSDIA 1997: 84-98 |
| c11 | | Christophe Simon, Eric Levrat, Robert Sabourin, Jacques Brémont: A Fuzzy Perception for Off-Line Handwritten Signature Verification. BSDIA 1997: 261-272 |
| c10 | | Claudio de Oliveira, Celso A. A. Kaestner, Flávio Bortolozzi, Robert Sabourin: Generation of Signatures by Deformations. BSDIA 1997: 283-298 |
| c9 | | José Eduardo Bastos Dos Santos, Flávio Bortolozzi, Robert Sabourin: A Simple Methodology to Bankcheck Segmentation. BSDIA 1997: 334-343 |
| c8 | | V. Bouletreau, Nicole Vincent, Robert Sabourin, Hubert Emptoz: Synthetic Parameters for Handwriting Classification. ICDAR 1997: 102-106 |
| c7 | | Deya Motawa, Adnan Amin, Robert Sabourin: Segmentation of Arabic Cursive Script. ICDAR 1997: 625-628 |
| c6 | | Robert Sabourin, Jean-Pierre Drouhard, Etienne Sum Wah: Shape Matrices as a Mixed Shape Factor for Off-line Signature Verification. ICDAR 1997: 661-666 |
| 1996 | ||
| j2 | | Jean-Pierre Drouhard, Robert Sabourin, Mario Godbout: A neural network approach to off-line signature verification using directional PDF. Pattern Recognition 29(3): 415-424 (1996) |
| 1995 | ||
| c5 | | Nabeel A. Murshed, Flávio Bortolozzi, Robert Sabourin: Off-line signature verification, without a priori knowledge of class /spl omega//sub 2/. A new approach. ICDAR 1995: 191-196 |
| c4 | | Robert Sabourin, Ginette Genest: An extended-shadow-code based approach for off-line signature verification. II. Evaluation of several multi-classifier combination strategies. ICDAR 1995: 197-201 |
| c3 | | Jean-Pierre Drouhard, Robert Sabourin, Mario Godbout: Comparative study of the k nearest neighbour, threshold and neural network classifiers for handwritten signature verification using an enhanced directional PDF. ICDAR 1995: 807-810 |
| c2 | | Nabeel A. Murshed, Flávio Bortolozzi, Robert Sabourin: Off-Line Signature Verification without Requiring Random Forgeries for Training. ICSC 1995: 107-115 |
| 1994 | ||
| j1 | | Robert Sabourin, Rejean Plamondon, Louis Beaumier: Structural Interpretation of Handwritten Signature Images. IJPRAI 8(3): 709-748 (1994) |
| c1 | | Mohamed Cheriet, R. Thibault, Robert Sabourin: A Multiresolution Based Approach for Handwriting Segmentation in Gray-scale Images. ICIP (1) 1994: 159-163 |
Colors in the list of coauthors
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