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David Menotti
David Menoti – David Menotti Gomes
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2020 – today
- 2024
- [j32]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:
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems. Inf. Fusion 107: 102322 (2024) - [j31]Valter Estevam, Rayson Laroca, Hélio Pedrini, David Menotti:
Tell me what you see: A zero-shot action recognition method based on natural language descriptions. Multim. Tools Appl. 83(9): 28147-28173 (2024) - [c73]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, Xiao-Yu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti:
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CVPR Workshops 2024: 3173-3183 - [c72]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:
SDFR: Synthetic Data for Face Recognition Competition. FG 2024: 1-9 - [c71]Cristiano B. de Oliveira, João C. Neves, Rafael O. Ribeiro, David Menotti:
A Multilevel Strategy to Improve People Tracking in a Real-World Scenario. VISIGRAPP (4): VISAPP 2024: 130-137 - [c70]Marcelo dos Santos, João C. R. Neves, Hugo Proença, David Menotti:
Defying Limits: Super-Resolution Refinement with Diffusion Guidance. VISIGRAPP (4): VISAPP 2024: 426-434 - [c69]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:
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. WACV (Workshops) 2024: 892-901 - [i48]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:
SDFR: Synthetic Data for Face Recognition Competition. CoRR abs/2404.04580 (2024) - [i47]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:
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR abs/2404.10378 (2024) - [i46]Cristiano B. de Oliveira, João C. Neves, Rafael O. Ribeiro, David Menotti:
A Multilevel Strategy to Improve People Tracking in a Real-World Scenario. CoRR abs/2404.18876 (2024) - [i45]Gabriel E. Lima, Rayson Laroca, Eduardo Santos, Eduil Nascimento Jr., David Menotti:
Toward Enhancing Vehicle Color Recognition in Adverse Conditions: A Dataset and Benchmark. CoRR abs/2408.11589 (2024) - [i44]Valfride Nascimento, Rayson Laroca, Rafael O. Ribeiro, William Robson Schwartz, David Menotti:
Enhancing License Plate Super-Resolution: A Layout-Aware and Character-Driven Approach. CoRR abs/2408.15103 (2024) - [i43]Marcelo dos Santos, Rayson Laroca, Rafael O. Ribeiro, João C. Neves, David Menotti:
Multi-Feature Aggregation in Diffusion Models for Enhanced Face Super-Resolution. CoRR abs/2408.15386 (2024) - [i42]David Vinicius da Silva, Valter Estevam, David Menotti:
Less is more: concatenating videos for Sign Language Translation from a small set of signs. CoRR abs/2409.01506 (2024) - [i41]Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti:
TCDiff: Triple Condition Diffusion Model with 3D Constraints for Stylizing Synthetic Faces. CoRR abs/2409.03600 (2024) - [i40]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:
Watchlist Challenge: 3rd Open-set Face Detection and Identification. CoRR abs/2409.07220 (2024) - 2023
- [j30]Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti:
Super-resolution of license plate images using attention modules and sub-pixel convolution layers. Comput. Graph. 113: 69-76 (2023) - [j29]Hugo Proença, David Menotti, Afonso Paiva, Gladimir V. G. Baranoski:
Conference on graphics, patterns and images. Pattern Recognit. Lett. 166: 172-173 (2023) - [j28]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:
Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach. IEEE Trans. Inf. Forensics Secur. 18: 190-205 (2023) - [c68]Rayson Laroca, Luiz A. Zanlorensi, Valter Estevam, Rodrigo Minetto, David Menotti:
Leveraging Model Fusion for Improved License Plate Recognition. CIARP 2023: 60-75 - [c67]Rayson Laroca, Valter Estevam, Alceu S. Britto Jr., Rodrigo Minetto, David Menotti:
Do We Train on Test Data? The Impact of Near-Duplicates on License Plate Recognition. IJCNN 2023: 1-8 - [c66]Pedro Vidal, Henry Chu, Bernardo Biesseck, Roger Granada, Gustavo Führ, David Menotti:
Extending Earth Mover's Distance to Occluded Face Verification. SIBGRAPI 2023: 49-54 - [c65]Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti:
3D Face Reconstruction as Complementary Data to Enhance Face Recognition. SIBGRAPI 2023: 61-66 - [c64]Lucas Wojcik, Luiz Coelho, Roger Granada, Gustavo Führ, David Menotti:
NBID Dataset: Towards Robust Information Extraction in Official Documents. SIBGRAPI 2023: 145-150 - [c63]David Vinicius da Silva, Valter Estevam, David Menotti:
Towards a Realistic Libras to Portuguese Translation. SIBGRAPI 2023: 217-222 - [i39]Rayson Laroca, Valter Estevam, Alceu S. Britto Jr., Rodrigo Minetto, David Menotti:
Do We Train on Test Data? The Impact of Near-Duplicates on License Plate Recognition. CoRR abs/2304.04653 (2023) - [i38]Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti:
Super-Resolution of License Plate Images Using Attention Modules and Sub-Pixel Convolution Layers. CoRR abs/2305.17313 (2023) - [i37]Rayson Laroca, Luiz A. Zanlorensi, Valter Estevam, Rodrigo Minetto, David Menotti:
Leveraging Model Fusion for Improved License Plate Recognition. CoRR abs/2309.04331 (2023) - [i36]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:
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR abs/2311.10476 (2023) - 2022
- [j27]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) - [j26]Valter Estevam, Rayson Laroca, Hélio Pedrini, David Menotti:
Global Semantic Descriptors for Zero-Shot Action Recognition. IEEE Signal Process. Lett. 29: 1843-1847 (2022) - [c62]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:
OCFR 2022: Competition on Occluded Face Recognition from Synthetically Generated Structure-Aware Occlusions. IJCB 2022: 1-9 - [c61]Pedro Silva, Gladston Moreira, Vander L. S. Freitas, Rodrigo César Pedrosa Silva, David Menotti, Eduardo Luz:
A Decidability-Based Loss Function. IJCNN 2022: 1-8 - [c60]Pedro Vidal, Roger Leitzke Granada, Gustavo Führ, Vanessa Testoni, David Menotti:
A Benchmark on Masked Face Recognition. SIBGRAPI 2022: 204-209 - [c59]Marcelo dos Santos, Rayson Laroca, Rafael O. Ribeiro, João Neves, Hugo Proença, David Menotti:
Face Super-Resolution Using Stochastic Differential Equations. SIBGRAPI 2022: 216-221 - [c58]Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti:
Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution. SIBGRAPI 2022: 228-233 - [c57]Rayson Laroca, Marcelo dos Santos, Valter Estevam, Eduardo Luz, David Menotti:
A First Look at Dataset Bias in License Plate Recognition. SIBGRAPI 2022: 234-239 - [c56]Rayson Laroca, Everton V. Cardoso, Diego Rafael Lucio, Valter Estevam, David Menotti:
On the Cross-dataset Generalization in License Plate Recognition. VISIGRAPP (5: VISAPP) 2022: 166-178 - [i35]Rayson Laroca, Everton V. Cardoso, Diego Rafael Lucio, Valter Estevam, David Menotti:
On the Cross-dataset Generalization in License Plate Recognition. CoRR abs/2201.00267 (2022) - [i34]Gabriel Salomon, Rayson Laroca, David Menotti:
Image-based Automatic Dial Meter Reading in Unconstrained Scenarios. CoRR abs/2201.02850 (2022) - [i33]Diego Rafael Lucio, Luiz A. Zanlorensi, Yandre Maldonado e Gomes da Costa, David Menotti:
ORCNet: A context-based network to simultaneously segment the ocular region components. CoRR abs/2204.07456 (2022) - [i32]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:
OCFR 2022: Competition on Occluded Face Recognition From Synthetically Generated Structure-Aware Occlusions. CoRR abs/2208.02760 (2022) - [i31]Rayson Laroca, Marcelo dos Santos, Valter Estevam, Eduardo Luz, David Menotti:
A First Look at Dataset Bias in License Plate Recognition. CoRR abs/2208.10657 (2022) - [i30]Valter Estevam, Rayson Laroca, Hélio Pedrini, David Menotti:
Global Semantic Descriptors for Zero-Shot Action Recognition. CoRR abs/2209.12061 (2022) - [i29]Marcelo dos Santos, Rayson Laroca, Rafael O. Ribeiro, João Neves, Hugo Proença, David Menotti:
Face Super-Resolution Using Stochastic Differential Equations. CoRR abs/2209.12064 (2022) - [i28]Valfride Nascimento, Rayson Laroca, Jorge de A. Lambert, William Robson Schwartz, David Menotti:
Combining Attention Module and Pixel Shuffle for License Plate Super-Resolution. CoRR abs/2210.16836 (2022) - 2021
- [j25]Rayson Laroca, Alessandra B. Araujo, Luiz A. Zanlorensi, Eduardo C. de Almeida, David Menotti:
Towards Image-Based Automatic Meter Reading in Unconstrained Scenarios: A Robust and Efficient Approach. IEEE Access 9: 67569-67584 (2021) - [j24]Icaro O. de Oliveira, Rayson Laroca, David Menotti, Keiko Verônica Ono Fonseca, Rodrigo Minetto:
Vehicle-Rear: A New Dataset to Explore Feature Fusion for Vehicle Identification Using Convolutional Neural Networks. IEEE Access 9: 101065-101077 (2021) - [j23]Lourdes Ramirez Cerna, Edwin Jonathan Escobedo Cardenas, Dayse Garcia Miranda, David Menotti, Guillermo Cámara Chávez:
A multimodal LIBRAS-UFOP Brazilian sign language dataset of minimal pairs using a microsoft Kinect sensor. Expert Syst. Appl. 167: 114179 (2021) - [j22]Valter Luís Estevam Junior, Hélio Pedrini, David Menotti:
Zero-shot action recognition in videos: A survey. Neurocomputing 439: 159-175 (2021) - [j21]Mariana R. F. Mota, Pedro H. L. Silva, Eduardo José da S. Luz, Gladston J. P. Moreira, Thiago Schons, Lauro Moraes, David Menotti:
A deep descriptor for cross-tasking EEG-based recognition. PeerJ Comput. Sci. 7: e549 (2021) - [i27]Gabriel Salomon, Alceu S. Britto Jr., Rafael Henrique Vareto, William Robson Schwartz, David Menotti:
Open-set Face Recognition for Small Galleries Using Siamese Networks. CoRR abs/2105.06967 (2021) - [i26]Juliana Costa-Silva, Douglas S. Domingues, David Menotti, Mariangela Hungria, Fabricio M. Lopes:
Computational methods for differentially expressed gene analysis from RNA-Seq: an overview. CoRR abs/2109.03625 (2021) - [i25]Pedro Silva, Gladston Moreira, Vander L. S. Freitas, Rodrigo César Pedrosa Silva, David Menotti, Eduardo Luz:
A Decidability-Based Loss Function. CoRR abs/2109.05524 (2021) - [i24]Valter Luís Estevam Junior, Rayson Laroca, Hélio Pedrini, David Menotti:
Dense Video Captioning Using Unsupervised Semantic Information. CoRR abs/2112.08455 (2021) - [i23]Valter Luís Estevam Junior, Rayson Laroca, David Menotti, Hélio Pedrini:
Tell me what you see: A zero-shot action recognition method based on natural language descriptions. CoRR abs/2112.09976 (2021) - 2020
- [j20]Luiz A. Zanlorensi, Diego Rafael Lucio, Alceu de Souza Britto Junior, Hugo Proença, David Menotti:
Deep representations for cross-spectral ocular biometrics. IET Biom. 9(2): 68-77 (2020) - [j19]Thierry Pinheiro Moreira, David Menotti, Hélio Pedrini:
Video action recognition based on visual rhythm representation. J. Vis. Commun. Image Represent. 71: 102771 (2020) - [c55]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, J. Hu, Y. 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:
SSBC 2020: Sclera Segmentation Benchmarking Competition in the Mobile Environment. IJCB 2020: 1-10 - [c54]Luiz A. Zanlorensi, Hugo Proença, David Menotti:
Unconstrained Periocular Recognition: Using Generative Deep Learning Frameworks for Attribute Normalization. ICIP 2020: 1361-1365 - [c53]Sergio Stempliuk, David Menotti:
Agriculture Multispectral Uav Image Registration Using Salient Features and Mutual Information. IGARSS 2020: 4108-4111 - [c52]Gabriel Salomon, Rayson Laroca, David Menotti:
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines. IJCNN 2020: 1-8 - [c51]Gabriel Salomon, Alceu de Souza Britto Jr., Rafael Henrique Vareto, William Robson Schwartz, David Menotti:
Open-set Face Recognition for Small Galleries Using Siamese Networks. IWSSIP 2020: 161-166 - [c50]Gabriela Y. Kimura, Diego Rafael Lucio, Alceu S. Britto Jr., David Menotti:
CNN Hyperparameter Tuning Applied to Iris Liveness Detection. VISIGRAPP (5: VISAPP) 2020: 428-434 - [i22]Luiz A. Zanlorensi, Hugo Proença, David Menotti:
Unconstrained Periocular Recognition: Using Generative Deep Learning Frameworks for Attribute Normalization. CoRR abs/2002.03985 (2020) - [i21]Gabriela Y. Kimura, Diego Rafael Lucio, Alceu S. Britto Jr., David Menotti:
CNN Hyperparameter tuning applied to Iris Liveness Detection. CoRR abs/2003.00833 (2020) - [i20]Eduardo José da S. Luz, Pedro Henrique Lopes Silva, Rodrigo César Pedrosa Silva, Ludmila Silva, Gladston Moreira, David Menotti:
Towards an Effective and Efficient Deep Learning Model for COVID-19 Patterns Detection in X-ray Images. CoRR abs/2004.05717 (2020) - [i19]Gabriel Salomon, Rayson Laroca, David Menotti:
Deep Learning for Image-based Automatic Dial Meter Reading: Dataset and Baselines. CoRR abs/2005.03106 (2020) - [i18]Rayson Laroca, Alessandra B. Araujo, Luiz A. Zanlorensi, Eduardo C. de Almeida, David Menotti:
Towards image-based automatic meter reading in unconstrained scenarios: A robust and efficient approach. CoRR abs/2009.10181 (2020) - [i17]Rayson Laroca, Alessander Cidral Boslooper, David Menotti:
Automatic Counting and Identification of Train Wagons Based on Computer Vision and Deep Learning. CoRR abs/2010.16307 (2020) - [i16]Luiz A. Zanlorensi, Rayson Laroca, Diego Rafael Lucio, Lucas R. Santos, Alceu S. Britto Jr., David Menotti:
UFPR-Periocular: A Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios. CoRR abs/2011.12427 (2020)
2010 – 2019
- 2019
- [j18]Rayson Laroca, Victor Barroso, Matheus Alves Diniz, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti:
Convolutional neural networks for automatic meter reading. J. Electronic Imaging 28(1): 013023 (2019) - [j17]Pedro Henrique Lopes Silva, Eduardo Luz, Gladston Moreira, Lauro Moraes, David Menotti:
Chimerical Dataset Creation Protocol Based on Doddington Zoo: A Biometric Application with Face, Eye, and ECG. Sensors 19(13): 2968 (2019) - [c49]Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz:
Multi-task Learning for Low-Resolution License Plate Recognition. CIARP 2019: 251-261 - [c48]Gustavo R. Valiati, David Menotti:
Detecting Pedestrians with YOLOv3 and Semantic Segmentation Infusion. IWSSIP 2019: 95-100 - [c47]Diego Rafael Lucio, Rayson Laroca, Luiz A. Zanlorensi, Gladston Moreira, David Menotti:
Simultaneous Iris and Periocular Region Detection Using Coarse Annotations. SIBGRAPI 2019: 178-185 - [c46]Fernando Roberto Pereira, David Menotti, Lucas Ferrari de Oliveira:
A 3D Lung Nodule Candidate Detection by Grouping DCNN 2D Candidates. VISIGRAPP (4: VISAPP) 2019: 537-544 - [i15]Rayson Laroca, Victor Barroso, Matheus Alves Diniz, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti:
Convolutional Neural Networks for Automatic Meter Reading. CoRR abs/1902.09600 (2019) - [i14]Diego Rafael Lucio, Rayson Laroca, Luiz A. Zanlorensi, Gladston Moreira, David Menotti:
Simultaneous Iris and Periocular Region Detection Using Coarse Annotations. CoRR abs/1908.00069 (2019) - [i13]Rayson Laroca, Luiz A. Zanlorensi, Gabriel Resende Gonçalves, Eduardo Todt, William Robson Schwartz, David Menotti:
An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector. CoRR abs/1909.01754 (2019) - [i12]Valter Luís Estevam Junior, Hélio Pedrini, David Menotti:
Zero-Shot Action Recognition in Videos: A Survey. CoRR abs/1909.06423 (2019) - [i11]Icaro O. de Oliveira, Rayson Laroca, David Menotti, Keiko V. O. Fonseca, Rodrigo Minetto:
Vehicle Re-identification: exploring feature fusion using multi-stream convolutional networks. CoRR abs/1911.05541 (2019) - [i10]Luiz A. Zanlorensi, Diego Rafael Lucio, Alceu S. Britto Jr., Hugo Proença, David Menotti:
Deep Representations for Cross-spectral Ocular Biometrics. CoRR abs/1911.09509 (2019) - [i9]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
- [j16]Fabricio Ceschin, Felipe Azevedo Pinage, Marcos A. Castilho, David Menotti, Luiz S. Oliveira, Andre Gregio:
The Need for Speed: An Analysis of Brazilian Malware Classifers. IEEE Secur. Priv. 16(6): 31-41 (2018) - [j15]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:
Robust automated cardiac arrhythmia detection in ECG beat signals. Neural Comput. Appl. 29(3): 679-693 (2018) - [j14]Eduardo José da S. Luz, Gladston Moreira, Luiz A. Zanlorensi, David Menotti:
Deep periocular representation aiming video surveillance. Pattern Recognit. Lett. 114: 2-12 (2018) - [j13]Eduardo José da S. Luz, Gladston J. P. Moreira, Luiz S. Oliveira, William Robson Schwartz, David Menotti:
Learning Deep Off-the-Person Heart Biometrics Representations. IEEE Trans. Inf. Forensics Secur. 13(5): 1258-1270 (2018) - [c45]Diego Rafael Lucio, Rayson Laroca, Evair Severo, Alceu S. Britto Jr., David Menotti:
Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation. BTAS 2018: 1-7 - [c44]Pedro H. L. Silva, Eduardo Luz, Luiz A. Zanlorensi, David Menotti, Gladston Moreira:
Multimodal Feature Level Fusion based on Particle Swarm Optimization with Deep Transfer Learning. CEC 2018: 1-8 - [c43]Pedro Silva, Eduardo Luz, Elizabeth F. Wanner, David Menotti, Gladston Moreira:
QRS Detection in ECG Signal with Convolutional Network. CIARP 2018: 802-809 - [c42]Rayson Laroca, Evair Severo, Luiz A. Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti:
A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector. IJCNN 2018: 1-10 - [c41]Evair Severo, Rayson Laroca, Cides S. Bezerra, Luiz A. Zanlorensi, Daniel Weingaertner, Gladston Moreira, David Menotti:
A Benchmark for Iris Location and a Deep Learning Detector Evaluation. IJCNN 2018: 1-7 - [c40]Gabriel Resende Gonçalves, Matheus Alves Diniz, Rayson Laroca, David Menotti, William Robson Schwartz:
Real-Time Automatic License Plate Recognition through Deep Multi-Task Networks. SIBGRAPI 2018: 110-117 - [c39]Cides S. Bezerra, Rayson Laroca, Diego Rafael Lucio, Evair Severo, Lucas F. Oliveira, Alceu S. Britto Jr., David Menotti:
Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks. SIBGRAPI 2018: 281-288 - [c38]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 - [i8]Rayson Laroca, Evair Severo, Luiz A. Zanlorensi, Luiz S. Oliveira, Gabriel Resende Gonçalves, William Robson Schwartz, David Menotti:
A Robust Real-Time Automatic License Plate Recognition based on the YOLO Detector. CoRR abs/1802.09567 (2018) - [i7]Evair Severo, Rayson Laroca, Cides S. Bezerra, Luiz A. Zanlorensi, Daniel Weingaertner, Gladston Moreira, David Menotti:
A Benchmark for Iris Location and a Deep Learning Detector Evaluation. CoRR abs/1803.01250 (2018) - [i6]Diego Rafael Lucio, Rayson Laroca, Evair Severo, Alceu S. Britto Jr., David Menotti:
Fully Connected Networks and Generative Neural Networks Applied to Sclera Segmentation. CoRR abs/1806.08722 (2018) - [i5]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) - [i4]Cides S. Bezerra, Rayson Laroca, Diego Rafael Lucio, Evair Severo, Lucas F. Oliveira, Alceu S. Britto Jr., David Menotti:
Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks. CoRR abs/1809.00769 (2018) - 2017
- [j12]Dennis Carnelossi Furlaneto, Luiz S. Oliveira, David Menotti, George D. C. Cavalcanti:
Bias effect on predicting market trends with EMD. Expert Syst. Appl. 82: 19-26 (2017) - [j11]