Luiz G. Hafemann - Concepedia

Author

Luiz G. Hafemann

Universidade Federal do Paraná ORCID

Also Known As

Hafemann, Luiz G., Hafemann, Luiz Gustavo, Luiz G. Hafemann, Luiz Gustavo Hafemann

Publications

1.2K

Citations

H-Index

Concepts

All Affiliations

Universidade Federal do Paraná École de Technologie Supérieure Université du Québec à Montréal IBM Research - Brazil

About

Luiz G. Hafemann is an author at Universidade Federal do Paraná specializing in engineering, pattern recognition, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	1.1K
2	Computer Science	8	8	587
3	Data Science	8	8	686
4	Computer Vision	6	6	828
5	Health Sciences	1	1	134

Luiz G. Hafemann

Publications

1.1K

Citations

H-Index

Page 1

	Year	Citations
Learning features for offline handwritten signature verification using deep convolutional neural networks Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira Pattern Recognition Convolutional Neural NetworkImage AnalysisMachine LearningEngineeringFeature Learning	2017	363
Offline handwritten signature verification — Literature review Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira Convolutional Neural NetworkEngineeringMachine LearningBiometricsInformation Forensics	2017	217
Writer-independent feature learning for Offline Signature Verification using Deep Convolutional Neural Networks Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira Convolutional Neural NetworkEngineeringMachine LearningBiometricsWriter-independent Feature	2016	141
Forest Species Recognition Using Deep Convolutional Neural Networks Luiz G. Hafemann, Luiz S. Oliveira, Paulo Cavalin Convolutional Neural NetworkEngineeringMachine LearningForest BiometricsForestry	2014	134
Analyzing features learned for Offline Signature Verification using Deep CNNs Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningGpds-160 Dataset	2016	62
DESlib: A Dynamic ensemble selection library in Python Rafael M. O. Cruz, Luiz G. Hafemann, Robert Sabourin, Espace ÉTS (ETS) EngineeringMachine LearningData ScienceData MiningPattern Recognition	2020	57
Characterizing and Evaluating Adversarial Examples for Offline Handwritten Signature Verification Luiz G. Hafemann, Robert Sabourin, Luiz S. Oliveira IEEE Transactions on Information Forensics and Security	2019	56
Transfer learning between texture classification tasks using Convolutional Neural Networks Luiz G. Hafemann, Luiz S. Oliveira, Paulo Cavalin, Local Binary PatternsImage ClassificationImage AnalysisMachine LearningMachine Vision	2015	36
Universal Adversarial Audio Perturbations Sajjad Abdoli, Luiz G. Hafemann, Jérôme Rony, arXiv (Cornell University) MusicEngineeringMachine LearningPenalty MethodMachine Learning Model	2019	35
DESlib: A Dynamic ensemble selection library in Python Rafael M. O. Cruz, Luiz G. Hafemann, Robert Sabourin, arXiv (Cornell University) EngineeringMachine LearningData ScienceData MiningPattern Recognition	2018	23

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