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ORCIDHélio Pedrini
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- affiliation: University of Campinas, Institute of Computing
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2020 – today
- 2023
[j75]Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
TEMPROT: protein function annotation using transformers embeddings and homology search. BMC Bioinform. 24(1): 242 (2023)- [j74]Jose Luis Flores-Campana, Luis Gustavo Lorgus Decker, Marcos Roberto e Souza, Helena de Almeida Maia, Hélio Pedrini:
Variable-hyperparameter visual transformer for efficient image inpainting. Comput. Graph. 113: 57-68 (2023) - [j73]Willian Pulido Beneducci, Marcelo Lucchesi Teixeira, Hélio Pedrini:
Dental shade matching assisted by computer vision techniques. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1378-1396 (2023) - [j72]Marcos Roberto e Souza, Helena de Almeida Maia, Hélio Pedrini:
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges. ACM Comput. Surv. 55(3): 47:1-47:37 (2023) - [j71]Di Wu, Jincheng Liu, Manuel Alberto Cordova Neira
, Christina Carrozzo Hellevik, Jakob Bonnevie Cyvin, Allan Pinto, Ibrahim A. Hameed, Hélio Pedrini, Ricardo da Silva Torres, Annik Magerholm Fet:
The PlastOPol system for marine litter monitoring by citizen scientists. Environ. Model. Softw. 169: 105784 (2023) - [j70]Marcos Roberto e Souza, Helena de Almeida Maia, Hélio Pedrini:
Rethinking two-dimensional camera motion estimation assessment for digital video stabilization: A camera motion field-based metric. Neurocomputing 559: 126768 (2023) - [j69]Leandro Stival, Hélio Pedrini:
Survey on Video Colorization: Concepts, Methods and Applications. J. Signal Process. Syst. 95(6): 679-702 (2023) - [c143]Leticia da Silva Bomfim, Oton Cunha, Michelle Kuroda, Alexandre Campane Vidal, Hélio Pedrini:
Transformer Model for Fault Detection from Brazilian Pre-salt Seismic Data. BRACIS (2) 2023: 3-17 - [c142]George Corrêa de Araújo, Artur Jordão, Hélio Pedrini:
Single Image Super-Resolution Based on Capsule Neural Networks. BRACIS (3) 2023: 113-128 - [c141]Ana Paula dos Santos Dantas, Gabriel Bianchin de Oliveira, Hélio Pedrini, Cid C. de Souza, Zanoni Dias:
The Multi-attribute Fairer Cover Problem. BRACIS (1) 2023: 163-177 - [c140]Gabriel C. Michelassi, Henrique S. Bortoletti, Tuany D. Pinheiro, Thiago Nobayashi, Fabio R. D. de Barros, Rafael Luiz Testa, Andréia F. Silva, Mirian C. Revers, Joana Portolese, Hélio Pedrini, Helena Paula Brentani, Fátima L. S. Nunes, Ariane Machado-Lima:
Classification of Facial Images to Assist in the Diagnosis of Autism Spectrum Disorder: A Study on the Effect of Face Detection and Landmark Identification Algorithms. BRACIS (2) 2023: 261-275 - [c139]Anderson Nogueira Cotrim, Hélio Pedrini:
Residual Squeeze-and-Excitation U-Shaped Network for Minutia Extraction in Contactless Fingerprint Images. ICASSP 2023: 1-5 - [c138]Igor Kenzo Ishikawa Oshiro Nakashima, Giovanna Vendramini, Hélio Pedrini:
MIA-3DCNN: A 3D Convolutional Neural Network for COVID-19 Detection and Severity Classification. ICASSP Workshops 2023: 1-5 - [c137]Leticia da Silva Bomfim, Hélio Pedrini, Alexandre Campane Vidal:
A Combined Noisy Borehole Image Log Segmentation Method. IWSSIP 2023: 1-5 - [c136]Christian Massao Konishi, Hélio Pedrini:
Counting People in Crowds Using Multiple Column Neural Networks. VISIGRAPP (4: VISAPP) 2023: 363-370 - [c135]Ana Paula dos Santos Dantas, Gabriel Bianchin de Oliveira, Daiane Mendes de Oliveira, Hélio Pedrini, Cid C. de Souza, Zanoni Dias:
Algorithmic Fairness Applied to the Multi-Label Classification Problem. VISIGRAPP (5: VISAPP) 2023: 737-744 - [i25]Artur Jordão, George Corrêa de Araújo, Helena de Almeida Maia, Hélio Pedrini:
When Layers Play the Lottery, all Tickets Win at Initialization. CoRR abs/2301.10835 (2023) - [i24]Igor Kenzo Ishikawa Oshiro Nakashima, Giovanna Vendramini, Hélio Pedrini:
MIA-3DCNN: COVID-19 Detection Based on a 3D CNN. CoRR abs/2303.10738 (2023) - [i23]Lucas David, Hélio Pedrini, Zanoni Dias:
P-NOC: Adversarial CAM Generation for Weakly Supervised Semantic Segmentation. CoRR abs/2305.12522 (2023) - [i22]Thalles Santos Silva, Hélio Pedrini, Adín Ramírez Rivera:
Self-supervised Learning of Contextualized Local Visual Embeddings. CoRR abs/2310.00527 (2023) - [i21]Bruno Souza, Marius Aasan, Hélio Pedrini, Adín Ramírez Rivera:
SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering. CoRR abs/2310.01842 (2023) - [i20]Gabriel Oliveira dos Santos, Diego A. B. Moreira, Alef Iury Ferreira, Jhessica Silva, Luiz Pereira, Pedro Bueno, Thiago Sousa, Helena Almeida Maia, Nádia Félix F. da Silva, Esther Colombini, Hélio Pedrini, Sandra Avila:
CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages. CoRR abs/2310.13683 (2023) - 2022
- [j68]Marcos Roberto e Souza, Helena de Almeida Maia, Anderson Carlos Sousa e Santos, Marcelo Bernardes Vieira, Hélio Pedrini:
Multi-Script Video Caption Localization Based on Visual Rhythms. Appl. Artif. Intell. 36(1) (2022) - [j67]Edson R. Bollis, Helena Almeida Maia, Hélio Pedrini, Sandra Avila:
Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification. Comput. Electron. Agric. 195: 106839 (2022) - [j66]Alexandre Lopes, Roberto Souza, Hélio Pedrini:
A survey on RGB-D datasets. Comput. Vis. Image Underst. 222: 103489 (2022) - [j65]Manuel Alberto Cordova Neira, Allan Pinto, Christina Carrozzo Hellevik, Saleh Abdel-Afou Alaliyat, Ibrahim A. Hameed, Hélio Pedrini, Ricardo da Silva Torres:
Litter Detection with Deep Learning: A Comparative Study. Sensors 22(2): 548 (2022) - [j64]Valter Estevam, Rayson Laroca, Hélio Pedrini, David Menotti:
Global Semantic Descriptors for Zero-Shot Action Recognition. IEEE Signal Process. Lett. 29: 1843-1847 (2022) - [c134]Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
Protein Molecular Function Annotation Based on Transformer Embeddings. BRACIS (2) 2022: 210-220 - [c133]Leticia da Silva Bomfim, Guilherme Daniel Avansi, Alexandre Campane Vidal, Hélio Pedrini:
Characterization of fracture geometry with computed microtomography rock images. GEOINFO 2022: 111-122 - [c132]Felipe Lopes de Mello, Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
Prediction of Protein Molecular Functions Using Transformers. ICAISC (2) 2022: 379-387 - [c131]Bruno M. Rocha, Gabriel da Silva Vieira, Hélio Pedrini, Afonso Ueslei Da Fonseca, Deborah S. A. Fernandes, Junio Cesar de Lima, Júlio César Ferreira, Fabrízzio Alphonsus A. M. N. Soares:
Skew Angle Detection and Correction in Text Images Using RGB Gradient. ICIAP (2) 2022: 249-262 - [c130]Julio Mendoza, Hélio Pedrini:
Self-distilled Self-supervised Depth Estimation in Monocular Videos. ICPRAI (1) 2022: 423-434 - [c129]Anderson Nogueira Cotrim, Hélio Pedrini:
Multiscale Approach in Deep Convolutional Networks for Minutia Extraction from Contactless Fingerprint Images. ICTAI 2022: 931-938 - [c128]Jose Luis Flores-Campana, Luis Gustavo Lorgus Decker, Marcos Roberto e Souza, Helena de Almeida Maia, Hélio Pedrini:
Multi-Scale Patch Partitioning for Image Inpainting Based on Visual Transformers. SIBGRAPI 2022: 180-185 - [c127]Lucas Oliveira David, Hélio Pedrini, Zanoni Dias:
MinMax-CAM: Improving Focus of CAM-based Visualization Techniques in Multi-label Problems. VISIGRAPP (4: VISAPP) 2022: 106-117 - [i19]Alexandre Lopes, Roberto Souza, Hélio Pedrini:
A Survey on RGB-D Datasets. CoRR abs/2201.05761 (2022) - [i18]Valter Estevam, Rayson Laroca, Hélio Pedrini, David Menotti:
Global Semantic Descriptors for Zero-Shot Action Recognition. CoRR abs/2209.12061 (2022) - [i17]George Corrêa de Araújo, Hélio Pedrini:
Single Image Super-Resolution Based on Capsule Neural Networks. CoRR abs/2210.03743 (2022) - 2021
- [j63]Fábio Felix Dias, Hélio Pedrini, Rosane Minghim:
Soundscape segregation based on visual analysis and discriminating features. Ecol. Informatics 61: 101184 (2021) - [j62]Valter Luís Estevam Junior, Hélio Pedrini, David Menotti:
Zero-shot action recognition in videos: A survey. Neurocomputing 439: 159-175 (2021) - [j61]Rodolfo Quispe, Cuiling Lan, Wenjun Zeng, Hélio Pedrini:
AttributeNet: Attribute enhanced vehicle re-identification. Neurocomputing 465: 84-92 (2021) - [j60]André de Souza Brito, Marcelo Bernardes Vieira, Saulo Moraes Villela, Hemerson Tacon, Hugo de Lima Chaves, Helena de Almeida Maia, Darwin Ttito Concha, Hélio Pedrini:
Weighted voting of multi-stream convolutional neural networks for video-based action recognition using optical flow rhythms. J. Vis. Commun. Image Represent. 77: 103112 (2021) - [c126]Marcos Roberto e Souza, Jhonatas S. Conceição, Jose L. Flores-Campana, Luis G. L. Decker, Diogo C. Luvizon, Gustavo Sutter P. Carvalho, Helena Almeida Maia, Hélio Pedrini:
Pyramidal Layered Scene Inference with Image Outpainting for Monocular View Synthesis. CAIP (1) 2021: 37-46 - [c125]Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
MMEC: Multi-Modal Ensemble Classifier for Protein Secondary Structure Prediction. CAIP (1) 2021: 175-184 - [c124]Lucas Oliveira David, Hélio Pedrini, Zanoni Dias, Anderson Rocha:
Authentication of Vincent van Gogh's Work. CAIP (2) 2021: 371-380 - [c123]Tiago Martinho de Barros, Hélio Pedrini, Zanoni Dias:
Data-Augmented Emoji Approach to Sentiment Classification of Tweets. CIARP 2021: 67-76 - [c122]Gustavo J. Q. de Vasconcelos, Thiago Vallin Spina, Hélio Pedrini:
Low-Cost Domain Adaptation for Crop and Weed Segmentation. CIARP 2021: 141-150 - [c121]Artur Jordão, Hélio Pedrini:
On the Effect of Pruning on Adversarial Robustness. ICCVW 2021: 1-11 - [c120]Julio Mendoza, Hélio Pedrini:
Adaptive Self-supervised Depth Estimation in Monocular Videos. ICIG (3) 2021: 687-699 - [c119]Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
Protein secondary structure prediction based on fusion of machine learning classifiers. SAC 2021: 26-29 - [c118]Tiago Martinho de Barros, Hélio Pedrini, Zanoni Dias:
Leveraging emoji to improve sentiment classification of tweets. SAC 2021: 845-852 - [c117]Lucas Oliveira David, Hélio Pedrini, Zanoni Dias, Anderson Rocha:
Connoisseur: Provenance Analysis in Paintings. SSCI 2021: 1-8 - [c116]Diogo C. Luvizon, Gustavo Sutter P. Carvalho, Andreza A. dos Santos, Jhonatas S. Conceição, Jose L. Flores-Campana, Luis G. L. Decker, Marcos Roberto e Souza, Hélio Pedrini, Antonio Joia, Otávio A. B. Penatti:
Adaptive Multiplane Image Generation from a Single Internet Picture. WACV 2021: 2555-2564 - [i16]Marcus de Assis Angeloni, Hélio Pedrini:
Improving Makeup Face Verification by Exploring Part-Based Representations. CoRR abs/2101.07338 (2021) - [i15]Rodolfo Quispe, Cuiling Lan, Wenjun Zeng, Hélio Pedrini:
AttributeNet: Attribute Enhanced Vehicle Re-Identification. CoRR abs/2102.03898 (2021) - [i14]Artur Jordão, Hélio Pedrini:
On the Effect of Pruning on Adversarial Robustness. CoRR abs/2108.04890 (2021) - [i13]Edson R. Bollis, Helena Almeida Maia, Hélio Pedrini, Sandra Avila:
Weakly Supervised Attention-based Models Using Activation Maps for Citrus Mite and Insect Pest Classification. CoRR abs/2110.00881 (2021) - [i12]Valter Luís Estevam Junior, Rayson Laroca, Hélio Pedrini, David Menotti:
Dense Video Captioning Using Unsupervised Semantic Information. CoRR abs/2112.08455 (2021) - [i11]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
- [j59]Manuel Alberto Cordova Neira, Allan da Silva Pinto, Hélio Pedrini, Ricardo da Silva Torres:
Pelee-Text++: A Tiny Neural Network for Scene Text Detection. IEEE Access 8: 223172-223188 (2020) - [j58]Julio Mendoza, Hélio Pedrini:
Detection and classification of lung nodules in chest X-ray images using deep convolutional neural networks. Comput. Intell. 36(2): 370-401 (2020) - [j57]Alejandra Márquez Herrera, Alex Jesús Cuadros-Vargas, Hélio Pedrini:
Semantic Segmentation of 3D Medical Images with 3D Convolutional Neural Networks. CLEI Electron. J. 23(1) (2020) - [j56]Thiago Moraes, Paulo Amorim, Jorge Silva, Hélio Pedrini:
Medical image interpolation based on 3D Lanczos filtering. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8(3): 294-300 (2020) - [j55]Marcos Roberto e Souza, Hélio Pedrini:
Visual rhythms for qualitative evaluation of video stabilization. EURASIP J. Image Video Process. 2020(1): 19 (2020) - [j54]Dalton Ieda Fazanaro, Hélio Pedrini:
A comparative analysis of Bayesian network structure learning algorithms applied to crime data. Intell. Data Anal. 24(4): 887-907 (2020) - [j53]Marcos Roberto e Souza, Helena de Almeida Maia, Marcelo Bernardes Vieira, Hélio Pedrini:
Survey on visual rhythms: A spatio-temporal representation for video sequences. Neurocomputing 402: 409-422 (2020) - [j52]Anderson Carlos Sousa e Santos, Hélio Pedrini:
Human Action Recognition Based on a Spatio-Temporal Video Autoencoder. Int. J. Pattern Recognit. Artif. Intell. 34(11): 2040001:1-2040001:27 (2020) - [j51]Thierry Pinheiro Moreira, David Menotti, Hélio Pedrini:
Video action recognition based on visual rhythm representation. J. Vis. Commun. Image Represent. 71: 102771 (2020) - [j50]Eduardo Sant'Ana da Silva, Hélio Pedrini:
Vertex Coloring of a Graph for Memory Constrained Scenarios. Math. Comput. Sci. 14(1): 9-17 (2020) - [j49]Allan da Silva Pinto, Siome Goldenstein, Alexandre M. Ferreira, Tiago J. Carvalho, Hélio Pedrini, Anderson Rocha:
Leveraging Shape, Reflectance and Albedo From Shading for Face Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 15: 3347-3358 (2020) - [c115]Bruno Moraes Rocha, Gabriel da Silva Vieira, Afonso Ueslei Da Fonseca, Hélio Pedrini, Naiane Maria de Sousa, Fabrízzio Alphonsus A. M. N. Soares:
Evaluation and Detection of Gaps in Curved Sugarcane Planting Lines in Aerial Images. CCECE 2020: 1-4 - [c114]Gabriel da Silva Vieira, Bruno M. Rocha, Hélio Pedrini, Naiane Maria de Sousa, Junio Cesar de Lima, Ronaldo Martins da Costa, Fabrízzio Alphonsus A. M. N. Soares:
Visual Detection of Productive Crop and Pasture Fields from Aerial Image Analysis. CCECE 2020: 1-4 - [c113]Edson R. Bollis, Hélio Pedrini, Sandra Avila:
Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. CVPR Workshops 2020: 310-319 - [c112]Luis Gustavo Lorgus Decker, Allan Pinto, Jose Luis Flores-Campana, Manuel Alberto Cordova Neira, Andreza Aparecida dos Santos, Jhonatas Santos de Jesus Conceição, Hélio Pedrini, Marcus de Assis Angeloni, Lin Tzy Li, Diogo Carbonera Luvizon, Ricardo da Silva Torres:
Scene Text Localization Using Lightweight Convolutional Networks. VISIGRAPP (Revised Selected Papers) 2020: 297-318 - [c111]Helena de Almeida Maia, Marcos Roberto e Souza, Anderson Carlos Sousa e Santos, Julio Cesar Mendoza Bobadilla, Marcelo Bernardes Vieira, Hélio Pedrini:
Early Stopping for Two-Stream Fusion Applied to Action Recognition. VISIGRAPP (Revised Selected Papers) 2020: 319-333 - [c110]Allan da Silva Pinto, Manuel Alberto Cordova Neira, Luis G. L. Decker, Jose L. Flores-Campana, Marcos Roberto e Souza, Andreza A. dos Santos, Jhonatas S. Conceição, Henrique F. Gagliardi, Diogo C. Luvizon, Ricardo da Silva Torres, Hélio Pedrini:
Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation. ICIP 2020: 1621-1625 - [c109]Rodolfo Quispe, Hélio Pedrini:
Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification. ICPR 2020: 2980-2987 - [c108]Ricardo Dutra da Silva, Hélio Pedrini, Bernd Hamann:
The Discrete Morse Complex of Images: Algorithms, Modeling and Applications. iPMVM 2020: 18:1-18:19 - [c107]Cristiane B. R. Ferreira, Hélio Pedrini, Wanderley de Souza Alencar, William D. Ferreira, Thyago Peres Carvalho, Naiane Maria de Sousa, Fabrízzio Alphonsus A. M. N. Soares:
Where's Wally: A Gigapixel Image Study for Face Recognition in Crowds. ISVC (2) 2020: 386-397 - [c106]Vinicius Teixeira, Leodécio Braz, Hélio Pedrini, Zanoni Dias:
DuaLAnet: Dual Lesion Attention Network for Thoracic Disease Classification in Chest X-Rays. IWSSIP 2020: 69-74 - [c105]Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
Ensemble of Bidirectional Recurrent Networks and Random Forests for Protein Secondary Structure Prediction. IWSSIP 2020: 311-316 - [c104]Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias:
Fusion of BLAST and Ensemble of Classifiers for Protein Secondary Structure Prediction. SIBGRAPI 2020: 308-315 - [c103]Jaime Rocca Layza, Hélio Pedrini, Ricardo da Silva Torres:
1-to-N Large Margin Classifier. SIBGRAPI 2020: 316-323 - [c102]Anderson Carlos Sousa e Santos, Helena de Almeida Maia, Marcos Roberto e Souza, Marcelo Bernardes Vieira, Hélio Pedrini:
Fuzzy Fusion for Two-stream Action Recognition. VISIGRAPP (5: VISAPP) 2020: 117-123 - [c101]Julio Mendoza, Hélio Pedrini:
Self-supervised Depth Estimation based on Feature Sharing and Consistency Constraints. VISIGRAPP (5: VISAPP) 2020: 134-141 - [c100]Hemerson Tacon, André de Souza Brito, Hugo de Lima Chaves, Marcelo Bernardes Vieira, Saulo Moraes Villela, Helena de Almeida Maia, Darwin Ttito Concha, Hélio Pedrini:
Multi-stream Architecture with Symmetric Extended Visual Rhythms for Deep Learning Human Action Recognition. VISIGRAPP (5: VISAPP) 2020: 351-358 - [c99]Hugo de Lima Chaves, Kevyn Swhants Ribeiro, André de Souza Brito, Hemerson Tacon, Marcelo Bernardes Vieira, Augusto Santiago Cerqueira, Saulo Moraes Villela, Helena de Almeida Maia, Darwin Ttito Concha, Hélio Pedrini:
Filter Learning from Deep Descriptors of a Fully Convolutional Siamese Network for Tracking in Videos. VISIGRAPP (4: VISAPP) 2020: 685-694 - [c98]Alexandre Lopes, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo, Hélio Pedrini:
Lite Training Strategies for Portuguese-English and English-Portuguese Translation. WMT@EMNLP 2020: 833-840 - [c97]Leodécio Braz, Vinicius Teixeira, Hélio Pedrini, Zanoni Dias:
ImTeNet: Image-Text Classification Network for Abnormality Detection and Automatic Reporting on Musculoskeletal Radiographs. BSB 2020: 150-161 - [i10]Rodolfo Quispe, Darwin Ttito Concha, Adín Ramírez Rivera, Hélio Pedrini:
Multi-Stream Networks and Ground-Truth Generation for Crowd Counting. CoRR abs/2002.09951 (2020) - [i9]Edson R. Bollis, Hélio Pedrini, Sandra Avila:
Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. CoRR abs/2004.11252 (2020) - [i8]Alexandre Lopes, Rodrigo Frassetto Nogueira, Roberto de Alencar Lotufo, Hélio Pedrini:
Lite Training Strategies for Portuguese-English and English-Portuguese Translation. CoRR abs/2008.08769 (2020) - [i7]Allan da Silva Pinto, Manuel Alberto Cordova Neira, Luis G. L. Decker, Jose L. Flores-Campana, Marcos Roberto e Souza, Andreza A. dos Santos, Jhonatas S. Conceição, Henrique F. Gagliardi, Diogo C. Luvizon, Ricardo da Silva Torres, Hélio Pedrini:
Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation. CoRR abs/2010.02680 (2020) - [i6]Rodolfo Quispe, Hélio Pedrini:
Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification. CoRR abs/2010.05435 (2020) - [i5]Youssef Beauferris, Jonas Teuwen, Dimitrios Karkalousos, Nikita Moriakov, Matthan W. A. Caan, Lívia Rodrigues, Alexandre Lopes, Hélio Pedrini, Letícia Rittner, Maik Dannecker, Viktor Studenyak, Fabian Gröger, Devendra Vyas, Shahrooz Faghih-Roohi, Amrit Kumar Jethi, JayaChandra Raju, Mohanasankar Sivaprakasam, Wallace Loos, Richard Frayne, Roberto Souza:
Multi-channel MR Reconstruction (MC-MRRec) Challenge - Comparing Accelerated MR Reconstruction Models and Assessing Their Genereralizability to Datasets Collected with Different Coils. CoRR abs/2011.07952 (2020) - [i4]Diogo C. Luvizon, Gustavo Sutter P. Carvalho, Andreza A. dos Santos, Jhonatas S. Conceição, Jose L. Flores-Campana, Luis G. L. Decker, Marcos Roberto e Souza, Hélio Pedrini, Antonio Joia, Otávio A. B. Penatti:
Adaptive Multiplane Image Generation from a Single Internet Picture. CoRR abs/2011.13317 (2020)
2010 – 2019
- 2019
- [j48]Rodolfo Quispe, Hélio Pedrini:
Improved person re-identification based on saliency and semantic parsing with deep neural network models. Image Vis. Comput. 92 (2019) - [j47]Nathalia Menini, Alexandre E. Almeida, Rubens A. C. Lamparelli, Guerric le Maire, Jefersson A. dos Santos, Hélio Pedrini, Marina Hirota, Ricardo da Silva Torres:
A Soft Computing Framework for Image Classification Based on Recurrence Plots. IEEE Geosci. Remote. Sens. Lett. 16(2): 320-324 (2019) - [j46]Marcos Roberto e Souza, Hélio Pedrini:
Motion energy image for evaluation of video stabilization. Vis. Comput. 35(12): 1769-1781 (2019) - [c96]Alejandra Márquez Herrera, Alex Jesús Cuadros-Vargas, Hélio Pedrini:
Improving Semantic Segmentation of 3D Medical Images on 3D Convolutional Neural Networks. CLEI 2019: 1-8 - [c95]Thiago Moraes, Paulo Amorim, Jorge Silva, Hélio Pedrini:
Web-based Interactive Visualization of Medical Images in a Distributed System. VISIGRAPP (1: GRAPP) 2019: 346-353 - [c94]Hemerson Tacon, André de Souza Brito, Hugo de Lima Chaves, Marcelo Bernardes Vieira, Saulo Moraes Villela, Helena de Almeida Maia, Darwin Ttito Concha, Hélio Pedrini:
Human Action Recognition Using Convolutional Neural Networks with Symmetric Time Extension of Visual Rhythms. ICCSA (1) 2019: 351-366 - [c93]Marcus A. Angeloni, Rodrigo de Freitas Pereira, Hélio Pedrini:
Age Estimation From Facial Parts Using Compact Multi-Stream Convolutional Neural Networks. ICCV Workshops 2019: 3039-3045 - [c92]Jadisha Yarif Ramírez Cornejo, Hélio Pedrini:
Bimodal Emotion Recognition Based on Audio and Facial Parts Using Deep Convolutional Neural Networks. ICMLA 2019: 111-117 - [c91]Guilherme Vieira Leite, Gabriel Pellegrino da Silva, Hélio Pedrini:
Fall Detection in Video Sequences Based on a Three-Stream Convolutional Neural Network. ICMLA 2019: 191-195 - [c90]Manuel Alberto Cordova Neira, Luis G. L. Decker, Jose L. Flores-Campana, Andreza A. dos Santos, Jhonatas S. Conceição, Allan da Silva Pinto, Hélio Pedrini, Ricardo da Silva Torres:
Pelee-Text: A Tiny Convolutional Neural Network for Multi-oriented Scene Text Detection. ICMLA 2019: 400-405 - [c89]Helena Almeida Maia, Marcos Roberto e Souza, Anderson Santos, Hélio Pedrini, Hemerson Tacon, André de Souza Brito, Hugo de Lima Chaves, Marcelo Bernardes Vieira, Saulo Moraes Villela:
Learnable Visual Rhythms Based on the Stacking of Convolutional Neural Networks for Action Recognition. ICMLA 2019: 1794-1799 - [c88]Gabriel da Silva Vieira, Bruno M. Rocha, Fabrízzio Alphonsus A. M. N. Soares, Junio Cesar de Lima, Hélio Pedrini, Ronaldo Martins da Costa, Júlio César Ferreira:
Extending the Aerial Image Analysis from the Detection of Tree Crowns. ICTAI 2019: 1681-1685 - [c87]Raimundo Claudio da Silva Vasconcelos, Hélio Pedrini:
Estimation of Fingerprint Image Quality Based on Neighborhood Strengthness Homogeneity. IWSSIP 2019: 45-50 - [c86]Marcos Roberto e Souza, Diego Bertolini, Hélio Pedrini, Yandre M. G. Costa:
Offline Handwritten Script Recognition Based on Texture Descriptors. IWSSIP 2019: 57-62 - [c85]