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Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents

Jul 01, 2020
Thiago M. Paixão, Rodrigo F. Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. de Souza, Thiago Oliveira-Santos

* Accepted for publication in Pattern Recognition 

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Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning

Apr 29, 2020
Thiago M. Paixão, Rodrigo F. Berriel, Maria C. S. Boeres, Alessando L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos

* Accepted to CVPR 2020. Main Paper (9 pages, 10 figures) and Supplementary Material (5 pages, 9 figures) 

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Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images

Jul 23, 2019
Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo F. Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos


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Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night

Jul 19, 2019
Vinicius F. Arruda, Thiago M. Paixão, Rodrigo F. Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos

* 8 pages, 8 figures, https://github.com/viniciusarruda/cross-domain-car-detection and accepted at IJCNN 2019 

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Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars

Jun 04, 2019
Lucas C. Possatti, Rânik Guidolini, Vinicius B. Cardoso, Rodrigo F. Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos

* Accepted in 2019 International Joint Conference on Neural Networks (IJCNN) 

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Ego-Lane Analysis System (ELAS): Dataset and Algorithms

Jun 15, 2018
Rodrigo F. Berriel, Edilson de Aguiar, Alberto F. de Souza, Thiago Oliveira-Santos

* Image and Vision Computing 68 (2017) 64-75 
* 13 pages, 17 figures, github.com/rodrigoberriel/ego-lane-analysis-system, and published by Image and Vision Computing (IMAVIS) 

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Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data

Jun 14, 2018
Jacson Rodrigues Correia-Silva, Rodrigo F. Berriel, Claudine Badue, Alberto F. de Souza, Thiago Oliveira-Santos

* 8 pages, 3 figures, accepted by IJCNN 2018 

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Automatic Large-Scale Data Acquisition via Crowdsourcing for Crosswalk Classification: A Deep Learning Approach

May 30, 2018
Rodrigo F. Berriel, Franco Schmidt Rossi, Alberto F. de Souza, Thiago Oliveira-Santos

* Computers & Graphics, 2017, vol. 68, pp. 32-42 
* 13 pages, 13 figures, 3 videos, and GitHub with models 

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Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification

Jul 05, 2017
Rodrigo F. Berriel, Andre Teixeira Lopes, Alberto F. de Souza, Thiago Oliveira-Santos

* 5 pages, 3 figures, accepted by IEEE Geoscience and Remote Sensing Letters 

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