David Menotti

According to our database, David Menotti authored at least 127 papers between 2003 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Dense video captioning using unsupervised semantic information.

Valter Estevam, Rayson Laroca, Hélio Pedrini, David Menotti

J. Vis. Commun. Image Represent., 2025

2024

Tell me what you see: A zero-shot action recognition method based on natural language descriptions.

Valter Estevam, Rayson Laroca, Hélio Pedrini, David Menotti

Multim. Tools Appl., March, 2024

FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems.

Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Fadi Boutros, Naser Damer, Gianni Fenu, Mirko Marras

Inf. Fusion, 2024

Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data.

Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Luis F. Gomez, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti

CoRR, 2024

Watchlist Challenge: 3rd Open-set Face Detection and Identification.

Furkan Kasim, Terrance E. Boult, Rensso Mora, Bernardo Biesseck, Rafael O. Ribeiro, Jan Schlueter, Tomás Repák, Rafael Henrique Vareto, David Menotti, William Robson Schwartz, Manuel Günther

CoRR, 2024

FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data.

Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Gianni Fenu, Fadi Boutros, Mirko Marras, Naser Damer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Defying Limits: Super-Resolution Refinement with Diffusion Guidance.

Marcelo dos Santos, João C. R. Neves, Hugo Proença, David Menotti

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

A Multilevel Strategy to Improve People Tracking in a Real-World Scenario.

Cristiano B. de Oliveira, João C. Neves, Rafael O. Ribeiro, David Menotti

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Less is More: Concatenating Videos for Sign Language Translation from a Small Set of Signs.

David Vinicius da Silva, Valter Estevam, David Menotti

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

Multi-Feature Aggregation in Diffusion Models for Enhanced Face Super-Resolution.

Marcelo dos Santos, Rayson Laroca, Rafael O. Ribeiro, João C. Neves, David Menotti

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

Enhancing License Plate Super-Resolution: A Layout-Aware and Character-Driven Approach.

Valfride Nascimento, Rayson Laroca, Rafael O. Ribeiro, William Robson Schwartz, David Menotti

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

Toward Enhancing Vehicle Color Recognition in Adverse Conditions: A Dataset and Benchmark.

Gabriel E. Lima, Rayson Laroca, Eduardo Santos, Eduil Nascimento Jr., David Menotti

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

DPR-V2S: A Deep Framework for Periocular Recognition in Surveillance Environments.

Luiz Guilherme Fonseca Carreira, David Menotti, William Robson Schwartz

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

TCDiff: Triple Condition Diffusion Model with 3D Constraints for Stylizing Synthetic Faces.

Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

Watchlist Challenge: 3^rd Open-set Face Detection and Identification.

Furkan Kasim, Terrance E. Boult, R. Mora, Bernardo Biesseck, Rafael O. Ribeiro, Jan Schlueter, Tomás Repák, Rafael Henrique Vareto, David Menotti, William Robson Schwartz, M. Günther

Proceedings of the IEEE International Joint Conference on Biometrics, 2024

SDFR: Synthetic Data for Face Recognition Competition.

Hatef Otroshi-Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik, Sébastien Marcel, Nicolò Di Domenico, Guido Borghi, Davide Maltoni, Fadi Boutros, Julia Vogel, Naser Damer, Ángela Sánchez-Pérez, Enrique Mas-Candela, Jorge Calvo-Zaragoza, Bernardo Biesseck, Pedro Vidal, Roger Granada, David Menotti, Ivan DeAndres-Tame, Simone Maurizio La Cava, Sara Concas, Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Gianpaolo Perelli, Giulia Orrù, Gian Luca Marcialis, Julian Fiérrez

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data.

Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Super-resolution of license plate images using attention modules and sub-pixel convolution layers.

Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti

Comput. Graph., June, 2023

Conference on graphics, patterns and images.

Hugo Proença, David Menotti, Afonso Paiva, Gladimir V. G. Baranoski

Pattern Recognit. Lett., February, 2023

Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach.

Matej Vitek, Abhijit Das, Diego Rafael Lucio, Luiz A. Zanlorensi, David Menotti, Jalil Nourmohammadi-Khiarak, Mohsen Akbari Shahpar, Meysam Asgari-Chenaghlu, Farhang Jaryani, Juan E. Tapia, Andres Valenzuela, Caiyong Wang, Yunlong Wang, Zhaofeng He, Zhenan Sun, Fadi Boutros, Naser Damer, Jonas Henry Grebe, Arjan Kuijper, Kiran B. Raja, Gourav Gupta, Georgios Zampoukis, Lazaros T. Tsochatzidis, Ioannis Pratikakis, S. V. Aruna Kumar, B. S. Harish, Umapada Pal, Peter Peer, Vitomir Struc

IEEE Trans. Inf. Forensics Secur., 2023

NBID Dataset: Towards Robust Information Extraction in Official Documents.

Lucas Wojcik, Luiz Coelho, Roger Granada, Gustavo Führ, David Menotti

Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

Towards a Realistic Libras to Portuguese Translation.

David Vinicius da Silva, Valter Estevam, David Menotti

Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

3D Face Reconstruction as Complementary Data to Enhance Face Recognition.

Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti

Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

Extending Earth Mover's Distance to Occluded Face Verification.

Pedro Vidal, Henry Chu, Bernardo Biesseck, Roger Granada, Gustavo Führ, David Menotti

Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

Do We Train on Test Data? The Impact of Near-Duplicates on License Plate Recognition.

Rayson Laroca, Valter Estevam, Alceu S. Britto Jr., Rodrigo Minetto, David Menotti

Proceedings of the International Joint Conference on Neural Networks, 2023

Leveraging Model Fusion for Improved License Plate Recognition.

Rayson Laroca, Luiz A. Zanlorensi, Valter Estevam, Rodrigo Minetto, David Menotti

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2022

Global Semantic Descriptors for Zero-Shot Action Recognition.

Valter Estevam, Rayson Laroca, Hélio Pedrini, David Menotti

IEEE Signal Process. Lett., 2022

ORCNet: A context-based network to simultaneously segment the ocular region components.

Diego Rafael Lucio, Luiz A. Zanlorensi, Yandre Maldonado e Gomes da Costa, David Menotti

CoRR, 2022

Image-based Automatic Dial Meter Reading in Unconstrained Scenarios.

Gabriel Salomon, Rayson Laroca, David Menotti

CoRR, 2022

Ocular recognition databases and competitions: a survey.

Luiz A. Zanlorensi, Rayson Laroca, Eduardo Luz, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti

Artif. Intell. Rev., 2022

On the Cross-dataset Generalization in License Plate Recognition.

Rayson Laroca, Everton V. Cardoso, Diego Rafael Lucio, Valter Estevam, David Menotti

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

A Benchmark on Masked Face Recognition.

Pedro Vidal, Roger Leitzke Granada, Gustavo Führ, Vanessa Testoni, David Menotti

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Face Super-Resolution Using Stochastic Differential Equations.

Marcelo dos Santos, Rayson Laroca, Rafael O. Ribeiro, João Neves, Hugo Proença, David Menotti

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution.

Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

A First Look at Dataset Bias in License Plate Recognition.

Rayson Laroca, Marcelo dos Santos, Valter Estevam, Eduardo Luz, David Menotti

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

A Decidability-Based Loss Function.

Pedro Silva, Gladston Moreira, Vander L. S. Freitas, Rodrigo César Pedrosa Silva, David Menotti, Eduardo Luz

Proceedings of the International Joint Conference on Neural Networks, 2022

OCFR 2022: Competition on Occluded Face Recognition from Synthetically Generated Structure-Aware Occlusions.

Pedro C. Neto, Fadi Boutros, João Ribeiro Pinto, Naser Damer, Ana Filipa Sequeira, Jaime S. Cardoso, Messaoud Bengherabi, Abderaouf Bousnat, Sana Boucheta, Nesrine Hebbadj, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Pedro Beber de Queiroz Vidal, David Menotti

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

2021

A deep descriptor for cross-tasking EEG-based recognition.

Mariana R. F. Mota, Pedro H. L. Silva, Eduardo José da S. Luz, Gladston J. P. Moreira, Thiago Schons, Lauro Moraes, David Menotti

PeerJ Comput. Sci., 2021

Zero-shot action recognition in videos: A survey.

Valter Luís Estevam Junior, Hélio Pedrini, David Menotti

Neurocomputing, 2021

A multimodal LIBRAS-UFOP Brazilian sign language dataset of minimal pairs using a microsoft Kinect sensor.

Lourdes Ramirez Cerna, Edwin Jonathan Escobedo Cardenas, Dayse Garcia Miranda, David Menotti, Guillermo Cámara Chávez

Expert Syst. Appl., 2021

Computational methods for differentially expressed gene analysis from RNA-Seq: an overview.

Juliana Costa-Silva, Douglas S. Domingues, David Menotti, Mariangela Hungria, Fabricio M. Lopes

CoRR, 2021

Vehicle-Rear: A New Dataset to Explore Feature Fusion for Vehicle Identification Using Convolutional Neural Networks.

Icaro O. de Oliveira, Rayson Laroca, David Menotti, Keiko Verônica Ono Fonseca, Rodrigo Minetto

IEEE Access, 2021

Towards Image-Based Automatic Meter Reading in Unconstrained Scenarios: A Robust and Efficient Approach.

Rayson Laroca, Alessandra B. Araujo, Luiz A. Zanlorensi, Eduardo C. de Almeida, David Menotti

IEEE Access, 2021

2020

Video action recognition based on visual rhythm representation.

Thierry Pinheiro Moreira, David Menotti, Hélio Pedrini

J. Vis. Commun. Image Represent., 2020

Deep representations for cross-spectral ocular biometrics.

Luiz A. Zanlorensi, Diego Rafael Lucio, Alceu de Souza Britto Junior, Hugo Proença, David Menotti

IET Biom., 2020

UFPR-Periocular: A Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios.

Luiz A. Zanlorensi, Rayson Laroca, Diego Rafael Lucio, Lucas R. Santos, Alceu S. Britto Jr., David Menotti

CoRR, 2020

Automatic Counting and Identification of Train Wagons Based on Computer Vision and Deep Learning.

Rayson Laroca, Alessander Cidral Boslooper, David Menotti

CoRR, 2020

Towards an Effective and Efficient Deep Learning Model for COVID-19 Patterns Detection in X-ray Images.

Eduardo José da S. Luz, Pedro Henrique Lopes Silva, Rodrigo César Pedrosa Silva, Ludmila Silva, Gladston Moreira, David Menotti

CoRR, 2020

CNN Hyperparameter Tuning Applied to Iris Liveness Detection.

Gabriela Y. Kimura, Diego Rafael Lucio, Alceu S. Britto Jr., David Menotti

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Open-set Face Recognition for Small Galleries Using Siamese Networks.

Gabriel Salomon, Alceu de Souza Britto Jr., Rafael Henrique Vareto, William Robson Schwartz, David Menotti

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines.

Gabriel Salomon, Rayson Laroca, David Menotti

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Agriculture Multispectral Uav Image Registration Using Salient Features and Mutual Information.

Sergio Stempliuk, David Menotti

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Unconstrained Periocular Recognition: Using Generative Deep Learning Frameworks for Attribute Normalization.

Luiz A. Zanlorensi, Hugo Proença, David Menotti

Proceedings of the IEEE International Conference on Image Processing, 2020

SSBC 2020: Sclera Segmentation Benchmarking Competition in the Mobile Environment.

Matej Vitek, Abhijit Das, Y. Pourcenoux, A. Missler, C. Paumier, Sumanta Das, Ishita De Ghosh, Diego Rafael Lucio, Luiz A. Zanlorensi, David Menotti, Fadi Boutros, Naser Damer, Jonas Henry Grebe, Arjan Kuijper, Junxing Hu, Yong He, Caiyong Wang, H. Liu, Yunlong Wang, Zhenan Sun, Dailé Osorio Roig, Christian Rathgeb, Christoph Busch, Juan E. Tapia, Andres Valenzuela, Georgios Zampoukis, Lazaros T. Tsochatzidis, Ioannis Pratikakis, S. Nathan, R. Suganya, Vineet Mehta, Abhinav Dhall, Kiran B. Raja, Gourav Gupta, Jalil Nourmohammadi-Khiarak, M. Akbari-Shahper, Farhang Jaryani, Meysam Asgari-Chenaghlu, R. Vyas, S. Dakshit, Peter Peer, Umapada Pal, Vitomir Struc

Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

2019

Chimerical Dataset Creation Protocol Based on <i>Doddington Zoo</i>: A Biometric Application with Face, Eye, and ECG.

Pedro Henrique Lopes Silva, Eduardo Luz, Gladston Moreira, Lauro Moraes, David Menotti

Sensors, 2019

Convolutional neural networks for automatic meter reading.

Rayson Laroca, Victor Barroso, Matheus Alves Diniz, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti

J. Electronic Imaging, 2019

Vehicle Re-identification: exploring feature fusion using multi-stream convolutional networks.

Icaro O. de Oliveira, Rayson Laroca, David Menotti, Keiko V. O. Fonseca, Rodrigo Minetto

CoRR, 2019

An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector.

Rayson Laroca, Luiz A. Zanlorensi, Gabriel Resende Gonçalves, Eduardo Todt, William Robson Schwartz, David Menotti

CoRR, 2019

A 3D Lung Nodule Candidate Detection by Grouping DCNN 2D Candidates.

Fernando Roberto Pereira, David Menotti, Lucas Ferrari de Oliveira

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Simultaneous Iris and Periocular Region Detection Using Coarse Annotations.

Diego Rafael Lucio, Rayson Laroca, Luiz A. Zanlorensi, Gladston Moreira, David Menotti

Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019

Detecting Pedestrians with YOLOv3 and Semantic Segmentation Infusion.

Gustavo R. Valiati, David Menotti

Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Multi-task Learning for Low-Resolution License Plate Recognition.

Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

2018

Learning Deep Off-the-Person Heart Biometrics Representations.

Eduardo José da S. Luz, Gladston J. P. Moreira, Luiz S. Oliveira, William Robson Schwartz, David Menotti

IEEE Trans. Inf. Forensics Secur., 2018

Deep periocular representation aiming video surveillance.

Eduardo José da S. Luz, Gladston Moreira, Luiz A. Zanlorensi, David Menotti

Pattern Recognit. Lett., 2018

Robust automated cardiac arrhythmia detection in ECG beat signals.

Victor Hugo C. de Albuquerque, Thiago M. Nunes, Danillo Roberto Pereira, Eduardo José da S. Luz, David Menotti, João P. Papa, João Manuel R. S. Tavares

Neural Comput. Appl., 2018

The Need for Speed: An Analysis of Brazilian Malware Classifers.

Fabricio Ceschin, Felipe Azevedo Pinage, Marcos A. Castilho, David Menotti, Luiz S. Oliveira, Andre Gregio

IEEE Secur. Priv., 2018

Fully Connected Networks and Generative Neural Networks Applied to Sclera Segmentation.

Diego Rafael Lucio, Rayson Laroca, Evair Severo, Alceu S. Britto Jr., David Menotti

CoRR, 2018

The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments.

Luiz A. Zanlorensi, Eduardo José da S. Luz, Rayson Laroca, Alceu S. Britto Jr., Luiz S. Oliveira, David Menotti

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Real-Time Automatic License Plate Recognition through Deep Multi-Task Networks.

Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks.

Cides S. Bezerra, Rayson Laroca, Diego Rafael Lucio, Evair Severo, Lucas F. Oliveira, Alceu S. Britto Jr., David Menotti

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

A Benchmark for Iris Location and a Deep Learning Detector Evaluation.

Evair Severo, Rayson Laroca, Cides S. Bezerra, Luiz A. Zanlorensi, Daniel Weingaertner, Gladston Moreira, David Menotti

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector.

Rayson Laroca, Evair Severo, Luiz A. Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

QRS Detection in ECG Signal with Convolutional Network.

Pedro Silva, Eduardo Luz, Elizabeth F. Wanner, David Menotti, Gladston Moreira

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

Multimodal Feature Level Fusion based on Particle Swarm Optimization with Deep Transfer Learning.

Pedro H. L. Silva, Eduardo Luz, Luiz A. Zanlorensi, David Menotti, Gladston Moreira

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation.

Diego Rafael Lucio, Rayson Laroca, Evair Severo, Alceu S. Britto Jr., David Menotti

Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

2017

Evaluating a hierarchical approach for heartbeat classification from ECG.

Eduardo José da S. Luz, Luiz H. C. Merschmann, David Menotti, Gladston J. P. Moreira

Int. J. Bioinform. Res. Appl., 2017

Bias effect on predicting market trends with EMD.

Dennis Carnelossi Furlaneto, Luiz S. Oliveira, David Menotti, George D. C. Cavalcanti

Expert Syst. Appl., 2017

Learning Deep Features on Multiple Scales for Coffee Crop Recognition.

Rafael Baeta, Keiller Nogueira, David Menotti, Jefersson A. dos Santos

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

Colorness index strategy for pixel fire segmentation.

Bruno Miguel Nogueira de Souza, Jacques Facon, David Menotti

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Combination techniques for hyperspectral image interpretation.

Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos, William Robson Schwartz, David Menotti

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

First-person action recognition through Visual Rhythm texture description.

Thierry Pinheiro Moreira, David Menotti, Hélio Pedrini

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Noisy Character Recognition Using Deep Convolutional Neural Networks.

Sirlene Peixoto, Gabriel Resende Gonçalves, Andrea Bianchi, Alceu De S. Brito, William Robson Schwartz, David Menotti

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017

2016

Benchmark for license plate character segmentation.

Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz

J. Electronic Imaging, 2016

Errata: Benchmark for license plate character segmentation.

Gabriel Resende Gonçalves, Sirlene Pio Gomes da Silva, David Menotti, William Robson Schwartz

J. Electronic Imaging, 2016

ECG-based heartbeat classification for arrhythmia detection: A survey.

Eduardo José da S. Luz, William Robson Schwartz, Guillermo Cámara Chávez, David Menotti

Comput. Methods Programs Biomed., 2016

License plate recognition based on temporal redundancy.

Gabriel Resende Gonçalves, David Menotti, William Robson Schwartz

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Improving automatic cardiac arrhythmia classification: Joining temporal-VCG, complex networks and SVM classifier.

Gabriel Garcia, Gladston J. P. Moreira, Eduardo José da S. Luz, David Menotti

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Optimizing acceptance frontier using PSO and GA for multiple signature iris recognition.

Gladston J. P. Moreira, Eduardo José da S. Luz, David Menotti

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Deep Representations for Iris, Face, and Fingerprint Spoofing Detection.

David Menotti, Giovani Chiachia, Allan da Silva Pinto, William Robson Schwartz, Hélio Pedrini, Alexandre Xavier Falcão, Anderson Rocha

IEEE Trans. Inf. Forensics Secur., 2015

An Approach to Iris Contact Lens Detection Based on Deep Image Representations.

Pedro Silva, Eduardo José da S. Luz, Rafael Baeta, Hélio Pedrini, Alexandre Xavier Falcão, David Menotti

Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

Hyperspectral image interpretation based on partial least squares.

Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, William Robson Schwartz, David Menotti

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A Multi-objective Approach for Building Hyperspectral Remote Sensed Image Classifier Combiners.

Sandro Luiz Jailson Lopes Tinôco, David Menotti, Jefersson A. dos Santos, Gladston J. P. Moreira

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Automatic cardiac arrhythmia detection and classification using vectorcardiograms and complex networks.

Vinícius A. P. Queiroz, Eduardo José da S. Luz, Gladston J. P. Moreira, Alvaro Guarda, David Menotti

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Fast and Accurate Gesture Recognition Based on Motion Shapes.

Thierry Pinheiro Moreira, Marlon Fernandes de Alcântara, Hélio Pedrini, David Menotti

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Efficient Polynomial Implementation of Several Multithresholding Methods for Gray-Level Image Segmentation.

David Menotti, Laurent Najman, Arnaldo de Albuquerque Araújo

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Denoising Autoencoder for Iris Recognition in Noncooperative Environments.

Eduardo José da S. Luz, David Menotti

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014

Reducing Fragmentation in Incremental Author Name Disambiguation.

Luciano Vilas Boas Esperidião, Anderson A. Ferreira, Alberto H. F. Laender, Marcos André Gonçalves, David Menotti Gomes, Andréa Iabrudi Tavares, Guilherme Tavares de Assis

J. Inf. Data Manag., 2014

Evaluating the use of ECG signal in low frequencies as a biometry.

Eduardo José da S. Luz, David Menotti, William Robson Schwartz

Expert Syst. Appl., 2014

Brazilian License Plate Detection Using Histogram of Oriented Gradients and Sliding Windows.

Raphael Felipe de Carvalho Prates, Guillermo Cámara Chávez, William Robson Schwartz, David Menotti

CoRR, 2014

Deep Representations for Iris, Face, and Fingerprint Spoofing Attack Detection.

David Menotti, Giovani Chiachia, Allan da Silva Pinto, William Robson Schwartz, Hélio Pedrini, Alexandre Xavier Falcão, Anderson Rocha

CoRR, 2014

Vehicle License Plate Recognition With Random Convolutional Networks.

David Menotti, Giovani Chiachia, Alexandre X. Falcão, Vantuil J. Oliveira Neto

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

An Optimized Sliding Window Approach to Pedestrian Detection.

Victor Hugo Cunha de Melo, Samir Leao, David Menotti, William Robson Schwartz

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Speeding up a Video Summarization Approach Using GPUs and Multicore CPUs.

Suellen S. de Almeida, Antônio Carlos de Nazaré Jr., Arnaldo de Albuquerque Araújo, Guillermo Cámara Chávez, David Menotti

Proceedings of the International Conference on Computational Science, 2014

A new approach for multiple instance learning based on a homogeneity bag operator.

Alexandre Wagner Chagas Faria, David Menotti, André Paim Lemos, Antônio de Pádua Braga

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

An Adaptive Vehicle License Plate Detection at Higher Matching Degree.

Raphael C. Prates, Guillermo Cámara Chávez, William Robson Schwartz, David Menotti

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

GPUs and Multicore CPUs Implementations of a Static Video Summarization.

Suellen S. de Almeida, Edward J. Y. Cayllahua Cahuina, Arnaldo de Albuquerque Araújo, Guillermo Cámara Chávez, David Menotti

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013

Combining Multiple Classification Methods for Hyperspectral Data Interpretation.

Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, David Menotti

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

ECG arrhythmia classification based on optimum-path forest.

Eduardo José da S. Luz, Thiago M. Nunes, Victor Hugo C. de Albuquerque, João P. Papa, David Menotti

Expert Syst. Appl., 2013

Ensemble of classifiers for remote sensed hyperspectral land cover analysis: An approach based on Linear Programming and Weighted Linear Combination.

Sandro Luiz Jailson Lopes Tinôco, Haroldo Gambini Santos, David Menotti, Andrey Bicalho Santos, Jefersson Alex dos Santos

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Fast pedestrian detection based on a partial least squares cascade.

Victor Hugo Cunha de Melo, Samir Leao, Mario Fernando Montenegro Campos, David Menotti, William Robson Schwartz

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

A methodology for photometric validation in vehicles visual interactive systems.

Alexandre W. C. Faria, David Menotti, Gisele L. Pappa, Daniel S. D. Lara, Arnaldo de Albuquerque Araújo

Expert Syst. Appl., 2012

Combiner of classifiers using Genetic Algorithm for classification of remote sensed hyperspectral images.

Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, David Menotti

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

An overview of automatic event detection in soccer matches.

Samuel Felix de Sousa Jr., Arnaldo de Albuquerque Araújo, David Menotti

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Towards an automatic vehicle access control system: License plate location.

Pedro Ribeiro Mendes Júnior, José Maria Ribeiro Neves, Andréa Iabrudi Tavares, David Menotti

Proceedings of the IEEE International Conference on Systems, 2011

Application of complex networks for automatic classification of damaging agents in soybean leaflets.

Thiago L. G. Souza, Eduardo S. Mapa, Kayran dos Santos, David Menotti

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

How the choice of samples for building arrhythmia classifiers impact their performances.

Eduardo José da S. Luz, David Menotti

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

A new methodology for photometric validation in vehicles visual interactive systems.

Alexandre W. C. Faria, David Menotti, Daniel S. D. Lara, Gisele L. Pappa, Arnaldo de Albuquerque Araújo

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

2009

A Semi-Automatic Method for Segmentation of the Coronary Artery Tree from Angiography.

Daniel S. D. Lara, Alexandre W. C. Faria, Arnaldo de Albuquerque Araújo, David Menotti

Proceedings of the SIBGRAPI 2009, 2009

2008

Contrast enhancement in digital imaging using histogram equalization. (Amélioration du contraste des images numériques par égalisation d'histogrammes).

David Menotti Gomes

PhD thesis, 2008

2007

Multi-Histogram Equalization Methods for Contrast Enhancement and Brightness Preserving.

David Menotti, Laurent Najman, Jacques Facon, Arnaldo de Albuquerque Araújo

IEEE Trans. Consumer Electron., 2007

1D Component tree in linear time and space and its application to gray-level image multithresholding.

David Menotti, Laurent Najman, Arnaldo de Albuquerque Araújo

Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

2005

Statistical Hypothesis Testing and Wavelet Features for Region Segmentation.

David Menoti, Díbio Leandro Borges, Arnaldo de Albuquerque Araújo

Proceedings of the Progress in Pattern Recognition, 2005

Lacunarity as a Texture Measure for Address Block Segmentation.

Jacques Facon, David Menoti, Arnaldo de Albuquerque Araújo

Proceedings of the Progress in Pattern Recognition, 2005

2004

Postal Envelope Address Block Location by Fractal-Based Approach.

Luiz Felipe Eiterer, Jacques Facon, David Menoti

Proceedings of the XVII Brazilian Symposium on Computer Graphics and Image Processing, 2004

Fractal-Based Approach for Segmentation of Address Block in Postal Envelopes.

Luiz Felipe Eiterer, Jacques Facon, David Menoti

Proceedings of the Progress in Pattern Recognition, 2004

2003

Segmentation of Postal Envelopes for Address Block Location: an approach based on feature selection in wavelet space.

David Menoti, Díbio Leandro Borges, Jacques Facon, Alceu de Souza Britto Jr.

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Salient Features and Hypothesis Testing: evaluating a novel approach for segmentation and address block location.

David Menoti, Díbio Leandro Borges, Alceu de Souza Britto Jr.

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003