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Luiz Eduardo Soares de Oliveira

◀ ▶ joint publications with Alceu S. Britto Jr.

> Home > Persons > Luiz Eduardo Soares de Oliveira

Publications

2023
[j65]
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Marcos Monteiro, Alceu de Souza Britto Junior, Jean Paul Barddal, Luiz S. Oliveira, Robert Sabourin:
Exploring diversity in data complexity and classifier decision spaces for pool generation. Inf. Fusion 89: 567-587 (2023)
[j64]
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  - journals/prl/MatosOJK23
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Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich:
Large-margin representation learning for texture classification. Pattern Recognit. Lett. 170: 39-47 (2023)
2022
[j63]
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  - journals/air/ZanlorensiLLBOM22
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Luiz A. Zanlorensi, Rayson Laroca, Eduardo Luz, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
Ocular recognition databases and competitions: a survey. Artif. Intell. Rev. 55(1): 129-180 (2022)
[j62]
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  - journals/ijon/AraujoBOK22
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Voncarlos M. Araújo, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich:
Two-view fine-grained classification of plant species. Neurocomputing 467: 427-441 (2022)
[j61]
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  - journals/sensors/CostaJTPBBOC22
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Yandre M. G. Costa, Sergio A. Da Silva Junior, Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Alceu S. Britto Jr., Luiz S. Oliveira, George D. C. Cavalcanti:
COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers. Sensors 22(19): 7303 (2022)
[c106]
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  - conf/smc/BaroOJ22
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Everton F. Baro, Luiz S. Oliveira, Alceu de Souza Britto Junior:
Predicting Hospitalization from Health Insurance Data. SMC 2022: 2790-2795
[i34]
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  - journals/corr/abs-2206-08537
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Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich:
Large-Margin Representation Learning for Texture Classification. CoRR abs/2206.08537 (2022)
2021
[j60]
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  - journals/eswa/HochuliBSSSO21
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Andre G. Hochuli, Alceu S. Britto Jr., David A. Saji, Jose M. Saavedra, Robert Sabourin, Luiz S. Oliveira:
A comprehensive comparison of end-to-end approaches for handwritten digit string recognition. Expert Syst. Appl. 165: 114196 (2021)
[j53]
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  - journals/tifs/MaruyamaOBS21
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Teruo M. Maruyama, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation. IEEE Trans. Inf. Forensics Secur. 16: 1335-1350 (2021)
[c104]
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  - conf/iwssip/PignelliOBCB21
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Fabio Pignelli, Luiz S. Oliveira, Alceu S. Britto Jr., Yandre M. G. Costa, Diego Bertolini:
Document Filter for Writer Identification. IWSSIP 2021: 172-184
[i33]
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  - journals/corr/abs-2102-03889
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Jonathan de Matos, Steve Tsham Mpinda Ataky, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Machine Learning Methods for Histopathological Image Analysis: A Review. CoRR abs/2102.03889 (2021)
2020
[j52]
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  - journals/air/CostaBBCO20
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Yandre M. G. Costa, Diego Bertolini, Alceu S. Britto Jr., George D. C. Cavalcanti, Luiz E. S. Oliveira:
The dissimilarity approach: a review. Artif. Intell. Rev. 53(4): 2783-2808 (2020)
[j51]
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  - journals/ci/SilvaBESO20
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Ronan Assumpção Silva, Alceu de Souza Britto Jr., Fabrício Enembreck, Robert Sabourin, Luiz Eduardo Soares de Oliveira:
CSBF: A static ensemble fusion method based on the centrality score of complex networks. Comput. Intell. 36(2): 522-556 (2020)
[j50]
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Ronan Assumpção Silva, Alceu S. Britto Jr., Fabrício Enembreck, Robert Sabourin, Luiz S. Oliveira:
Selecting and Combining Classifiers Based on Centrality Measures. Int. J. Artif. Intell. Tools 29(03n04): 2060004:1-2060004:25 (2020)
[c101]
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  - conf/icpr/MonteiroBBOS20
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Marcos Monteiro, Alceu S. Britto Jr., Jean Paul Barddal, Luiz S. Oliveira, Robert Sabourin:
Classifier Pool Generation based on a Two-level Diversity Approach. ICPR 2020: 2414-2421
[c100]
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  - conf/ijcnn/AtakyMBOK20
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Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. IJCNN 2020: 1-8
[c99]
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  - conf/ijcnn/HochuliBBSO20
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Andre G. Hochuli, Alceu S. Britto Jr., Jean Paul Barddal, Robert Sabourin, Luiz E. S. Oliveira:
An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings. IJCNN 2020: 1-8
[c97]
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  - conf/smc/AlmeidaOBB20
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Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu de Souza Britto Jr., Jean Paul Barddal:
Naïve Approaches to Deal With Concept Drifts. SMC 2020: 1052-1059
[i32]
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  - journals/corr/abs-2002-00072
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Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. CoRR abs/2002.00072 (2020)
[i31]
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  - journals/corr/abs-2004-03337
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Andre G. Hochuli, Alceu S. Britto Jr., Jean Paul Barddal, Luiz E. S. Oliveira, Robert Sabourin:
An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings. CoRR abs/2004.03337 (2020)
[i30]
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  - journals/corr/abs-2005-08424
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Fabio Pinhelli, Alceu de Souza Britto Jr., Luiz S. Oliveira, Yandre M. G. Costa, Diego Bertolini:
Single-sample writers - "Document Filter" and their impacts on writer identification. CoRR abs/2005.08424 (2020)
[i29]
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  - journals/corr/abs-2005-09110
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Voncarlos M. Araújo, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Two-View Fine-grained Classification of Plant Species. CoRR abs/2005.09110 (2020)
[i27]
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  - journals/corr/abs-2010-06663
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Teruo M. Maruyama, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation. CoRR abs/2010.06663 (2020)
[i25]
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  - journals/corr/abs-2010-15904
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Andre G. Hochuli, Alceu S. Britto Jr., David A. Saji, Jose M. Saavedra, Robert Sabourin, Luiz S. Oliveira:
A Comprehensive Comparison of End-to-End Approaches for Handwritten Digit String Recognition. CoRR abs/2010.15904 (2020)
[i22]
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  - journals/corr/abs-2011-01908
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Marcos Monteiro, Alceu S. Britto Jr., Jean Paul Barddal, Luiz S. Oliveira, Robert Sabourin:
Classifier Pool Generation based on a Two-level Diversity Approach. CoRR abs/2011.01908 (2020)
2019
[c95]
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  - conf/cbms/MatosBOK19
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Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Texture CNN for Histopathological Image Classification. CBMS 2019: 580-583
[c93]
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  - conf/icdar/AkbariBAO19
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Younes Akbari, Alceu S. Britto Jr., Somaya Al-Máadeed, Luiz S. Oliveira:
Binarization of Degraded Document Images using Convolutional Neural Networks Based on Predicted Two-Channel Images. ICDAR 2019: 973-978
[c91]
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Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Double Transfer Learning for Breast Cancer Histopathologic Image Classification. IJCNN 2019: 1-8
[c89]
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  - conf/ijcnn/PereiraCABOS19
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Rodolfo Miranda Pereira, Yandre M. G. Costa, Rafael de Lima Aguiar, Alceu S. Britto Jr., Luiz E. S. Oliveira, Carlos N. Silla:
Representation Learning vs. Handcrafted Features for Music Genre Classification. IJCNN 2019: 1-8
[c88]
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  - conf/ijcnn/WiggersBHKO19
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Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira:
Image Retrieval and Pattern Spotting using Siamese Neural Network. IJCNN 2019: 1-8
[c86]
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  - conf/iwssip/HelalBCCBO19
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Lucas Georges Helal, Diego Bertolini, Yandre M. G. Costa, George D. C. Cavalcanti, Alceu S. Britto Jr., Luiz E. S. Oliveira:
Representation Learning and Dissimilarity for Writer Identification. IWSSIP 2019: 63-68
[c85]
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  - conf/iwssip/MenonRNOB19
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Luciana T. Menon, Israel A. Laurensi R., Manoel Camillo O. Penna N., Luiz E. S. Oliveira, Alceu S. Britto Jr.:
Data Augmentation and Transfer Learning Applied to Charcoal Image Classification. IWSSIP 2019: 69-74
[c84]
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  - conf/iwssip/RoeckerCBOB19
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Max N. Roecker, Yandre M. G. Costa, Alceu S. Britto Jr., Luiz E. S. Oliveira, Diego Bertolini:
Vehicle Detection and Classification in Traffic Images Using ConvNets With Constrained Resources. IWSSIP 2019: 83-88
[i19]
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  - journals/corr/abs-1904-07834
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Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Double Transfer Learning for Breast Cancer Histopathologic Image Classification. CoRR abs/1904.07834 (2019)
[i18]
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  - journals/corr/abs-1904-07900
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Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Histopathologic Image Processing: A Review. CoRR abs/1904.07900 (2019)
[i17]
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  - journals/corr/abs-1905-12005
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Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro L. Koerich:
Texture CNN for Histopathological Image Classification. CoRR abs/1905.12005 (2019)
[i16]
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  - journals/corr/abs-1906-09513
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Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira:
Image Retrieval and Pattern Spotting using Siamese Neural Network. CoRR abs/1906.09513 (2019)
[i15]
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  - journals/corr/abs-1907-09404
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Kelly Lais Wiggers, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich, Laurent Heutte, Luiz Eduardo Soares de Oliveira:
Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents. CoRR abs/1907.09404 (2019)
[i13]
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  - journals/corr/abs-1911-09646
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Luiz A. Zanlorensi, Rayson Laroca, Eduardo José da S. Luz, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
Ocular Recognition Databases and Competitions: A Survey. CoRR abs/1911.09646 (2019)
2018
[j45]
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  - journals/ecoi/MaruyamaOBN18
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Teruo M. Maruyama, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Jr., Silvana Nisgoski:
Automatic classification of native wood charcoal. Ecol. Informatics 46: 1-7 (2018)
[j43]
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  - journals/eswa/AlmeidaOBS18
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Paulo R. L. Almeida, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Adapting dynamic classifier selection for concept drift. Expert Syst. Appl. 104: 67-85 (2018)
[j40]
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  - journals/pr/BrunBOES18
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Andre L. Brun, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin:
A framework for dynamic classifier selection oriented by the classification problem difficulty. Pattern Recognit. 76: 175-190 (2018)
[j39]
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  - journals/pr/HochuliOBS18
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Andre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Handwritten digit segmentation: Is it still necessary? Pattern Recognit. 78: 1-11 (2018)
[c81]
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  - conf/ictai/AraujoBBKO18
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Voncarlos M. Araújo, Alceu S. Britto Jr., André L. Brun, Alessandro L. Koerich, Luiz E. S. Oliveira:
Fine-Grained Hierarchical Classification of Plant Leaf Images Using Fusion of Deep Models. ICTAI 2018: 1-5
[c80]
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  - conf/ictai/PaulinoCJSAO18
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Marco Aurelio Deoldoto Paulino, Yandre Maldonado e Gomes da Costa, Alceu S. Britto Jr., Alisson Renan Svaigen, Linnyer Beatrys Ruiz Aylon, Luiz Eduardo Soares de Oliveira:
A Brazilian Speech Database. ICTAI 2018: 234-241
[c79]
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  - conf/ictai/MartinsOSB18
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Jefferson G. Martins, Luiz S. Oliveira, Robert Sabourin, Alceu S. Britto Jr.:
Forest Species Recognition Based on Ensembles of Classifiers. ICTAI 2018: 371-378
[c78]
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  - conf/ictai/PereiraBOS18
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Marcelo Pereira, Alceu S. Britto Jr., Luiz S. Oliveira, Robert Sabourin:
Dynamic Ensemble Selection by K-Nearest Local Oracles with Discrimination Index. ICTAI 2018: 765-771
[c77]
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  - conf/ijcnn/HochuliOBS18
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Andre G. Hochuli, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Segmentation-Free Approaches For Handwritten Numeral String Recognition. IJCNN 2018: 1-8
[c75]
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  - conf/ijcnn/WiggersBHKO18
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Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz Eduardo Soares de Oliveira:
Document Image Retrieval Using Deep Features. IJCNN 2018: 1-8
[c72]
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  - conf/sibgrapi/ZanlorensiLLBOM18
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Luiz A. Zanlorensi, Eduardo José da S. Luz, Rayson Laroca, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments. SIBGRAPI 2018: 289-296
[i10]
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  - journals/corr/abs-1804-09279
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Andre G. Hochuli, Luiz E. S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Segmentation-Free Approaches for Handwritten Numeral String Recognition. CoRR abs/1804.09279 (2018)
[i9]
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Luiz A. Zanlorensi, Eduardo José da S. Luz, Rayson Laroca, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti:
The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments. CoRR abs/1808.10032 (2018)
2017
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  - conf/ijcnn/SilvaBOESK17
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Eunelson Jose da Silva Junior, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin, Alessandro L. Koerich:
A two-step cascade classification method. IJCNN 2017: 573-580
[i7]
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  - journals/corr/DittrichOBK17
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Fabio Dittrich, Luiz Eduardo Soares de Oliveira, Alceu S. Britto Jr., Alessandro L. Koerich:
People Counting in Crowded and Outdoor Scenes using an Hybrid Multi-Camera Approach. CoRR abs/1704.00326 (2017)
2016
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Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Handling Concept Drifts Using Dynamic Selection of Classifiers. ICTAI 2016: 989-995
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  - conf/ijcnn/BrunBOES16
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Andre L. Brun, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin:
Contribution of data complexity features on dynamic classifier selection. IJCNN 2016: 4396-4403
2015
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Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu S. Britto Jr., Eunelson Jose da Silva Junior, Alessandro L. Koerich:
PKLot - A robust dataset for parking lot classification. Expert Syst. Appl. 42(11): 4937-4949 (2015)
[j29]
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  - journals/mva/MartinsOBS15
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Jefferson G. Martins, Luiz S. Oliveira, Alceu S. Britto Jr., Robert Sabourin:
Forest species recognition based on dynamic classifier selection and dissimilarity feature vector representation. Mach. Vis. Appl. 26(2-3): 279-293 (2015)
[c56]
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  - conf/icdar/StiehlAOGB15
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D. Stiehl, L. Addams, Luiz S. Oliveira, Cayley Guimaraes, Alceu S. Britto Jr.:
Towards a SignWriting recognition system. ICDAR 2015: 26-30
[c54]
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  - conf/ijcnn/VriesmannBOKS15
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Leila Maria Vriesmann, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin:
Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection. IJCNN 2015: 1-7
2014
[j27]
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  - journals/mva/FilhoONB14
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Pedro Luiz de Paula Filho, Luiz S. Oliveira, Silvana Nisgoski, Alceu de Souza Britto Jr.:
Forest species recognition using macroscopic images. Mach. Vis. Appl. 25(4): 1019-1031 (2014)
[j26]
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  - journals/pr/BrittoSO14
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Alceu S. Britto Jr., Robert Sabourin, Luiz E. Soares de Oliveira:
Dynamic selection of classifiers - A comprehensive review. Pattern Recognit. 47(11): 3665-3680 (2014)
[c49]
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Vinicius Godoy, Alceu S. Britto Jr., Alessandro L. Koerich, Jacques Facon, Luiz E. S. Oliveira:
An HMM-Based Gesture Recognition Method Trained on Few Samples. ICTAI 2014: 640-646
[i1]
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Albert Hung-Ren Ko, Robert Sabourin, Alceu S. Britto Jr., Luiz E. S. Oliveira:
A Classifier-free Ensemble Selection Method based on Data Diversity in Random Subspaces. CoRR abs/1408.2889 (2014)
2013
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Thiago H. H. Zavaschi, Alceu de Souza Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich:
Fusion of feature sets and classifiers for facial expression recognition. Expert Syst. Appl. 40(2): 646-655 (2013)
[j22]
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F. C. Ribas, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Handwritten digit segmentation: a comparative study. Int. J. Document Anal. Recognit. 16(2): 127-137 (2013)
[c43]
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  - conf/smc/AlmeidaOSBK13
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Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Eunelson Silva, Alceu de Souza Britto Jr., Alessandro L. Koerich:
Parking Space Detection Using Textural Descriptors. SMC 2013: 3603-3608
2012
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  - conf/sac/RibasOBS12
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Felipe Ribas, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Assessing handwitten digit segmentation algorithms. SAC 2012: 772-776
2011
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Luiz S. Oliveira, Marcelo Mansano, Alessandro L. Koerich, Alceu de Souza Britto Jr.:
2D Principal Component Analysis for Face and Facial-Expression Recognition. Comput. Sci. Eng. 13(3): 9-13 (2011)
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Israel Rios, Alceu de Souza Britto Jr., Alessandro L. Koerich, Luiz E. Soares de Oliveira:
An OCR Free Method for Word Spotting in Printed Documents: the Evaluation of Different Feature Sets. J. Univers. Comput. Sci. 17(1): 48-63 (2011)
2010
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Alessandro L. Koerich, Alceu de Souza Britto Jr., Luiz E. Soares de Oliveira:
Verification of Unconstrained Handwritten Words at Character Level. ICFHR 2010: 39-44
[c34]
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  - conf/icpr/PaulaOBS10
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Pedro Luiz de Paula Filho, Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Forest Species Recognition Using Color-Based Features. ICPR 2010: 4178-4181
[c32]
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Israel Rios, Alceu de Souza Britto Jr., Alessandro L. Koerich, Luiz S. Oliveira:
Evaluation of different feature sets in an OCR free method for word spotting in printed documents. SAC 2010: 52-56
2009
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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
2008
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Eduardo Vellasques, Luiz S. Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich, Robert Sabourin:
Filtering segmentation cuts for digit string recognition. Pattern Recognit. 41(10): 3044-3053 (2008)
[j8]
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Luiz E. S. Oliveira, Paulo Rodrigo Cavalin, Alceu S. Britto Jr., Alessandro L. Koerich:
Inspeção Automática de Defeitos em Madeiras de Pinus usando Visão Computacional. RITA 15(2): 218- (2008)
[c26]
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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
2007
[j5]
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Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr., Luiz S. Oliveira:
Pairwise fusion matrix for combining classifiers. Pattern Recognit. 40(8): 2198-2210 (2007)
[c20]
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Andre G. Hochuli, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich:
Detection and Classification of Human Movements in Video Scenes. PSIVT 2007: 678-691
[c19]
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  - conf/psivt/ValleOKB07
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Jaime Dalla Valle, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Alceu de Souza Britto Jr.:
People Counting in Low Density Video Sequences. PSIVT 2007: 737-748
2006
[c15]
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  - conf/sac/CavalinBBSO06
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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
2005
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Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
A Synthetic Database to Assess Segmentation Algorithms. ICDAR 2005: 207-211
[c12]
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  - conf/icdar/OliveiraBS05a
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Luiz S. Oliveira, Alceu de Souza Britto Jr., Robert Sabourin:
Improving Cascading Classifiers with Particle Swarm Optimization. ICDAR 2005: 570-574

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