Hélio Pedrini

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 189

Top Venues

Publications

Percy Maldonado Quispe, Hélio Pedrini
XYZ Unsupervised Network: A Robust Image Dehazing Approach. VISIGRAPP (3): VISAPP (2024)
Alexandre Lopes, Fernando Pereira dos Santos, Diulhio Oliveira, Mauricio Schiezaro, Hélio Pedrini
Computer Vision Model Compression Techniques for Embedded Systems:A Survey. Comput. Graph. 123 (2024)
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) (2024)
Leandro Stival, Ricardo da Silva Torres, Hélio Pedrini
CAVC: Cosine Attention Video Colorization. VISIGRAPP (3): VISAPP (2024)
Anderson Nogueira Cotrim, Gerson O. Barbosa, Cid Adinam Nogueira Santos, Hélio Pedrini
Simple Base Frame Guided Residual Network for RAW Burst Image Super-Resolution. VISIGRAPP (3): VISAPP (2024)
Jose Luis Flores-Campana, Luis Gustavo Lorgus Decker, Marcos Roberto e Souza, Helena de Almeida Maia, Hélio Pedrini
Image Inpainting on the Sketch-Pencil Domain with Vision Transformers. VISIGRAPP (3): VISAPP (2024)
Lucas Oliveira David, Hélio Pedrini, Zanoni Dias
P-NOC: Adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors. J. Vis. Commun. Image Represent. 102 (2024)
Kevyn Swhants dos Santos Ribeiro, Marcelo Bernardes Vieira, Saulo Moraes Villela, Marcelo Caniato Renhe, Hélio Pedrini, João Paulo Navarro
Composite loss function for 3-D poststack seismic data compression. Comput. Geosci. 189 (2024)
Thalles Santos Silva, Hélio Pedrini, Adín Ramírez Rivera
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features. CoRR (2024)
Felipe Santana Dias, Artemis Moroni, Hélio Pedrini
Using Generative Models to Create a Visual Description of Climate Change. ArtsIT (1) (2023)
Bruno Souza, Marius Aasan, Hélio Pedrini, Adín Ramírez Rivera
SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering. CoRR (2023)
Artur Jordão, George Corrêa de Araújo, Helena de Almeida Maia, Hélio Pedrini
When Layers Play the Lottery, all Tickets Win at Initialization. CoRR (2023)
Artur Jordão, George Corrêa de Araújo, Helena de Almeida Maia, Hélio Pedrini
When Layers Play the Lottery, all Tickets Win at Initialization. ICCV (Workshops) (2023)
Leticia da Silva Bomfim, Hélio Pedrini, Alexandre Campane Vidal
A Combined Noisy Borehole Image Log Segmentation Method. IWSSIP (2023)
Igor Kenzo Ishikawa Oshiro Nakashima, Giovanna Vendramini, Hélio Pedrini
MIA-3DCNN: COVID-19 Detection Based on a 3D CNN. CoRR (2023)
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 (2023)
Thalles Santos Silva, Hélio Pedrini, Adín Ramírez Rivera
Self-supervised Learning of Contextualized Local Visual Embeddings. CoRR (2023)
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 (2023)
Christian Massao Konishi, Hélio Pedrini
Counting People in Crowds Using Multiple Column Neural Networks. VISIGRAPP (4: VISAPP) (2023)
Thalles Silva, Hélio Pedrini, Adín Ramírez Rivera
Self-supervised Learning of Contextualized Local Visual Embeddings. ICCV (Workshops) (2023)
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)
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)
Lucas David, Hélio Pedrini, Zanoni Dias
P-NOC: Adversarial CAM Generation for Weakly Supervised Semantic Segmentation. CoRR (2023)
Eduardo Sant'Ana da Silva, Hélio Pedrini, Aldri Luiz dos Santos
Applying Graph Neural Networks to Support Decision Making on Collective Intelligent Transportation Systems. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Bruno Souza, Marius Aasan, Hélio Pedrini, Adín Ramírez Rivera
SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering. ICCV (Workshops) (2023)
Paulo H. J. Amorim, Thiago F. Moraes, Jorge Vicente Lopes da Silva, Hélio Pedrini
Mandible Segmentation from CT and CBCT Images Based on a Patch-Based Convolutional Neural Network. ICMLA (2023)
Leandro Stival, Ricardo da Silva Torres, Hélio Pedrini
SwinFVC: A Swin Flow Video Colorization Example-Based Method. ICMLA (2023)
Marcos Roberto e Souza, Helena de Almeida Maia, Hélio Pedrini
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges. ACM Comput. Surv. 55 (3) (2023)
Rodolfo Quispe, Cuiling Lan, Zhizheng Zhang, Hélio Pedrini
AReID: Rethinking Re-Identification and Occlusions for Multi-Object Tracking. ICMLA (2023)
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 (2023)
Anderson Nogueira Cotrim, Hélio Pedrini
Residual Squeeze-and-Excitation U-Shaped Network for Minutia Extraction in Contactless Fingerprint Images. ICASSP (2023)
Paulo H. J. Amorim, Thiago F. Moraes, Jorge Vicente Lopes da Silva, Hélio Pedrini
Epileptic Electroencephalogram Signal Classification Based on Shearlet and Contourlet Transforms. ICMLA (2023)
Leandro Stival, Hélio Pedrini
Survey on Video Colorization: Concepts, Methods and Applications. J. Signal Process. Syst. 95 (6) (2023)
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)
Diulhio Oliveira, Alexandre Lopes, Vitor Galassi Luquezi, Carlos Eduardo Nogueira, Mauricio Schiezaro, Dennis Liu, Hélio Pedrini
A Zero-Shot Image Enhancement Method Based on Human Skin Tone Reference. SIBGRAPI (2023)
George Corrêa de Araújo, Artur Jordão, Hélio Pedrini
Single Image Super-Resolution Based on Capsule Neural Networks. BRACIS (3) (2023)
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)
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) (2023)
Guilherme Vieira Leite, Jordana Maria Azevedo-Martins, Carmen Veríssima Ferreira-Halder, Hélio Pedrini
Cancer Spheroid Segmentation Based on Vision Transformer. VCIP (2023)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
TEMPROT: protein function annotation using transformers embeddings and homology search. BMC Bioinform. 24 (1) (2023)
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 (2023)
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)
Percy Maldonado Quispe, Hélio Pedrini
Image Dehazing Using a Simple Convolutional Autoencoder. LA-CCI (2023)
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)
Alexandre Lopes, Roberto Souza, Hélio Pedrini
A Survey on RGB-D Datasets. CoRR (2022)
George Corrêa de Araújo, Hélio Pedrini
Single Image Super-Resolution Based on Capsule Neural Networks. CoRR (2022)
Felipe Lopes de Mello, Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
Prediction of Protein Molecular Functions Using Transformers. ICAISC (2) (2022)
Alexandre Lopes, Roberto Souza, Hélio Pedrini
A survey on RGB-D datasets. Comput. Vis. Image Underst. 222 (2022)
Valter Estevam, Rayson Laroca, Hélio Pedrini, David Menotti
Global Semantic Descriptors for Zero-Shot Action Recognition. IEEE Signal Process. Lett. 29 (2022)
Julio Mendoza, Hélio Pedrini
Self-distilled Self-supervised Depth Estimation in Monocular Videos. ICPRAI (1) (2022)
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)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
Protein Molecular Function Annotation Based on Transformer Embeddings. BRACIS (2) (2022)
Lucas David, Hélio Pedrini, Zanoni Dias
MinMax-CAM: Increasing Precision of Explaining Maps by Contrasting Gradient Signals and Regularizing Kernel Usage. VISIGRAPP (Revised Selected Papers) (2022)
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 (2022)
Leticia da Silva Bomfim, Guilherme Daniel Avansi, Alexandre Campane Vidal, Hélio Pedrini
Characterization of fracture geometry with computed microtomography rock images. GEOINFO (2022)
Valter Estevam, Rayson Laroca, Hélio Pedrini, David Menotti
Global Semantic Descriptors for Zero-Shot Action Recognition. CoRR (2022)
Bruno M. Rocha, Gabriel da Silva Vieira, Hélio Pedrini, Afonso U. 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)
Lucas Oliveira David, Hélio Pedrini, Zanoni Dias
MinMax-CAM: Improving Focus of CAM-based Visualization Techniques in Multi-label Problems. VISIGRAPP (4: VISAPP) (2022)
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) (2022)
Anderson Nogueira Cotrim, Hélio Pedrini
Multiscale Approach in Deep Convolutional Networks for Minutia Extraction from Contactless Fingerprint Images. ICTAI (2022)
Fábio Felix Dias, Hélio Pedrini, Rosane Minghim
Soundscape segregation based on visual analysis and discriminating features. Ecol. Informatics 61 (2021)
Lucas Oliveira David, Hélio Pedrini, Zanoni Dias, Anderson Rocha
Authentication of Vincent van Gogh's Work. CAIP (2) (2021)
Valter Luís Estevam Junior, Hélio Pedrini, David Menotti
Zero-shot action recognition in videos: A survey. Neurocomputing 439 (2021)
Julio Mendoza, Hélio Pedrini
Adaptive Self-supervised Depth Estimation in Monocular Videos. ICIG (3) (2021)
Tiago Martinho de Barros, Hélio Pedrini, Zanoni Dias
Leveraging emoji to improve sentiment classification of tweets. SAC (2021)
Marcus de Assis Angeloni, Hélio Pedrini
Improving Makeup Face Verification by Exploring Part-Based Representations. CoRR (2021)
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)
Artur Jordão, Hélio Pedrini
On the Effect of Pruning on Adversarial Robustness. CoRR (2021)
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 (2021)
Gustavo J. Q. de Vasconcelos, Thiago Vallin Spina, Hélio Pedrini
Low-Cost Domain Adaptation for Crop and Weed Segmentation. CIARP (2021)
Valter Luís Estevam Junior, Rayson Laroca, Hélio Pedrini, David Menotti
Dense Video Captioning Using Unsupervised Semantic Information. CoRR (2021)
Artur Jordão, Hélio Pedrini
On the Effect of Pruning on Adversarial Robustness. ICCVW (2021)
Rodolfo Quispe, Cuiling Lan, Wenjun Zeng, Hélio Pedrini
AttributeNet: Attribute enhanced vehicle re-identification. Neurocomputing 465 (2021)
Rodolfo Quispe, Cuiling Lan, Wenjun Zeng, Hélio Pedrini
AttributeNet: Attribute Enhanced Vehicle Re-Identification. CoRR (2021)
Tiago Martinho de Barros, Hélio Pedrini, Zanoni Dias
Data-Augmented Emoji Approach to Sentiment Classification of Tweets. CIARP (2021)
Lucas Oliveira David, Hélio Pedrini, Zanoni Dias, Anderson Rocha
Connoisseur: Provenance Analysis in Paintings. SSCI (2021)
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 (2021)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
Protein secondary structure prediction based on fusion of machine learning classifiers. SAC (2021)
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 (2021)
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)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
MMEC: Multi-Modal Ensemble Classifier for Protein Secondary Structure Prediction. CAIP (1) (2021)
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)
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)
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)
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 (2020)
Rodolfo Quispe, Darwin Ttito Concha, Adin Ramirez Rivera, Hélio Pedrini
Multi-Stream Networks and Ground-Truth Generation for Crowd Counting. CoRR (2020)
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 (2020)
Edson R. Bollis, Hélio Pedrini, Sandra Avila
Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. CVPR Workshops (2020)
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 (2020)
Jaime Rocca Layza, Hélio Pedrini, Ricardo da Silva Torres
1-to-N Large Margin Classifier. SIBGRAPI (2020)
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) (2020)
Bruno Moraes Rocha, Gabriel da Silva Vieira, Afonso U. 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)
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 (2020)
Gabriel Bianchin de Oliveira, Hélio Pedrini, Zanoni Dias
Ensemble of Bidirectional Recurrent Networks and Random Forests for Protein Secondary Structure Prediction. IWSSIP (2020)
Edson R. Bollis, Hélio Pedrini, Sandra Avila
Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. CoRR (2020)
Marcos Roberto e Souza, Hélio Pedrini
Visual rhythms for qualitative evaluation of video stabilization. EURASIP J. Image Video Process. 2020 (1) (2020)
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)
Julio Mendoza, Hélio Pedrini
Detection and classification of lung nodules in chest X-ray images using deep convolutional neural networks. Comput. Intell. 36 (2) (2020)
Alexandre Lopes, Rodrigo Nogueira, Roberto de Alencar Lotufo, Hélio Pedrini
Lite Training Strategies for Portuguese-English and English-Portuguese Translation. WMT@EMNLP (2020)
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)

Hélio Pedrini.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hélio Pedrini