SUPERMAGOv2: Protein Function Prediction via Transformer Embeddings and Bitscore-Weighted Features. - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (IEEE Access, 2025)

Non-destructive leaf area estimation based on a semantic segmentation deep neural network. - Silva, Karla Gabriele Florentino da; Maciel, Luiz Maurílio da Silva; Villela, Saulo Moraes; Pedrini, Hélio; Morais, Leandro Elias; Vieira, Marcelo Bernardes (Comput. Electron. Agric., 2025)

NAFT and SynthStab: A RAFT-Based Network and a Synthetic Dataset for Digital Video Stabilization. - Souza, Marcos Roberto e; Maia, Helena de Almeida; Pedrini, Hélio (Int. J. Comput. Vis., 2025)

Enhanced residual network for burst image super-resolution using simple base frame guidance. - Cotrim, Anderson Nogueira; Barbosa, Gerson O.; Santos, Cid Adinam Nogueira; Pedrini, Hélio (Image Vis. Comput., 2025)

Dense video captioning using unsupervised semantic information. - Estevam, Valter; Laroca, Rayson; Pedrini, Hélio; Menotti, David (J. Vis. Commun. Image Represent., 2025)

Learning Weakly Supervised Semantic Segmentation Through Cross-Supervision and Contrasting of Pixel-Level Pseudo-Labels. - David, Lucas; Pedrini, Hélio; Dias, Zanoni (2025)

Scaling Up ESM2 Architectures for Long Protein Sequences Analysis: Long and Quantized Approaches. - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (CoRR, 2025)

Self-Organizing Visual Prototypes for Non-Parametric Representation Learning. - Silva, Thalles; Pedrini, Hélio; Rivera, Adín Ramírez (CoRR, 2025)

Computer Vision Model Compression Techniques for Embedded Systems:A Survey. - Lopes, Alexandre; Santos, Fernando Pereira dos; Oliveira, Diulhio; Schiezaro, Mauricio; Pedrini, Hélio (Comput. Graph., 2024)

Composite loss function for 3-D poststack seismic data compression. - Ribeiro, Kevyn Swhants dos Santos; Vieira, Marcelo Bernardes; Villela, Saulo Moraes; Renhe, Marcelo Caniato; Pedrini, Hélio; Navarro, João Paulo (Comput. Geosci., 2024)

P-NOC: Adversarial training of CAM generating networks for robust weakly supervised semantic segmentation priors. - David, Lucas Oliveira; Pedrini, Hélio; Dias, Zanoni (J. Vis. Commun. Image Represent., 2024)

Tell me what you see: A zero-shot action recognition method based on natural language descriptions. - Estevam, Valter; Laroca, Rayson; Pedrini, Hélio; Menotti, David (Multim. Tools Appl., 2024)

FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models. - Moreira, Diego A. B.; Ferreira, Alef Iury Siqueira; Silva, Jhessica; Santos, Gabriel Oliveira dos; Pereira, Luiz; Gondim, João Medrado; Bonil, Gustavo; Maia, Helena Almeida; Silva, Nádia Félix F. da; Hashiguti, Simone Tiemi; Santos, Jefersson A. dos; Pedrini, Hélio; et al. (2024)

LLM-Driven Chest X-Ray Report Generation With a Modular, Reduced-Size Architecture. - Vargas, Talles Viana; Pedrini, Hélio; Santanchè, André (2024)

SwinDehazing: Haze Removal Using U-Net and Swin Transformer. - Quispe, Percy Maldonado; Pedrini, Hélio (2024)

An Effective Approach to Text Detection and Recognition in Degraded Historical Documents. - Quispe, Percy Maldonado; Pedrini, Hélio (2024)

Integrating Transformers and AutoML for Protein Function Prediction. - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (2024)

Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features. - Silva, Thalles; Pedrini, Hélio; Rivera, Adín Ramírez (2024)

Zero-Shot Synth-to-Real Depth Estimation: From Synthetic Street Scenes to Real-World Data. - Decker, Luis Gustavo Lorgus; Flores-Campana, Jose Luis; Souza, Marcos Roberto e; Maia, Helena de Almeida; Pedrini, Hélio (2024)

Simple Base Frame Guided Residual Network for RAW Burst Image Super-Resolution. - Cotrim, Anderson Nogueira; Barbosa, Gerson O.; Santos, Cid Adinam Nogueira; Pedrini, Hélio (2024)

Image Inpainting on the Sketch-Pencil Domain with Vision Transformers. - Flores-Campana, Jose Luis; Decker, Luis Gustavo Lorgus; Souza, Marcos Roberto e; Maia, Helena de Almeida; Pedrini, Hélio (2024)

CAVC: Cosine Attention Video Colorization. - Stival, Leandro; Torres, Ricardo da Silva; Pedrini, Hélio (2024)

XYZ Unsupervised Network: A Robust Image Dehazing Approach. - Quispe, Percy Maldonado; Pedrini, Hélio (2024)

CAFA5. (Version 1) - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (Zenodo, 2024)

CAFA5. (Version 2) - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (Zenodo, 2024)

Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features. - Silva, Thalles Santos; Pedrini, Hélio; Rivera, Adín Ramírez (CoRR, 2024)

Computer Vision Model Compression Techniques for Embedded Systems: A Survey. - Lopes, Alexandre; Santos, Fernando Pereira dos; Oliveira, Diulhio; Schiezaro, Mauricio; Pedrini, Hélio (CoRR, 2024)

FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models. - Moreira, Diego A. B.; Ferreira, Alef Iury Siqueira; Santos, Gabriel Oliveira dos; Pereira, Luiz; Gondim, João Medrado; Bonil, Gustavo; Maia, Helena de Almeida; Silva, Nádia Félix F. da; Hashiguti, Simone Tiemi; Santos, Jefersson A. dos; Pedrini, Hélio; Avila, Sandra (CoRR, 2024)

TEMPROT: protein function annotation using transformers embeddings and homology search. - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (BMC Bioinform., 2023)

Variable-hyperparameter visual transformer for efficient image inpainting. - Flores-Campana, Jose Luis; Decker, Luis Gustavo Lorgus; Souza, Marcos Roberto e; Maia, Helena de Almeida; Pedrini, Hélio (Comput. Graph., 2023)

Dental shade matching assisted by computer vision techniques. - Beneducci, Willian Pulido; Teixeira, Marcelo Lucchesi; Pedrini, Hélio (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Survey on Digital Video Stabilization: Concepts, Methods, and Challenges. - Souza, Marcos Roberto e; Maia, Helena de Almeida; Pedrini, Hélio (ACM Comput. Surv., 2023)

The PlastOPol system for marine litter monitoring by citizen scientists. - Wu, Di; Liu, Jincheng; Neira, Manuel Alberto Cordova; Hellevik, Christina Carrozzo; Cyvin, Jakob Bonnevie; Pinto, Allan; Hameed, Ibrahim A.; Pedrini, Hélio; Torres, Ricardo da Silva; Fet, Annik Magerholm (Environ. Model. Softw., 2023)

Rethinking two-dimensional camera motion estimation assessment for digital video stabilization: A camera motion field-based metric. - Souza, Marcos Roberto e; Maia, Helena de Almeida; Pedrini, Hélio (Neurocomputing, 2023)

Applying Graph Neural Networks to Support Decision Making on Collective Intelligent Transportation Systems. - Silva, Eduardo Sant'Ana da; Pedrini, Hélio; Santos, Aldri Luiz dos (IEEE Trans. Netw. Serv. Manag., 2023)

Survey on Video Colorization: Concepts, Methods and Applications. - Stival, Leandro; Pedrini, Hélio (J. Signal Process. Syst., 2023)

Using Generative Models to Create a Visual Description of Climate Change. - Dias, Felipe Santana; Moroni, Artemis; Pedrini, Hélio (2023)

Transformer Model for Fault Detection from Brazilian Pre-salt Seismic Data. - Bomfim, Leticia da Silva; Cunha, Oton; Kuroda, Michelle; Vidal, Alexandre Campane; Pedrini, Hélio (2023)

Single Image Super-Resolution Based on Capsule Neural Networks. - Araújo, George Corrêa de; Jordão, Artur; Pedrini, Hélio (2023)

The Multi-attribute Fairer Cover Problem. - Dantas, Ana Paula dos Santos; Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Souza, Cid C. de; Dias, Zanoni (2023)

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. - Michelassi, Gabriel C.; Bortoletti, Henrique S.; Pinheiro, Tuany D.; Nobayashi, Thiago; Barros, Fabio R. D. de; Testa, Rafael Luiz; Silva, Andréia F.; Revers, Mirian C.; Portolese, Joana; Pedrini, Hélio; Brentani, Helena Paula; Nunes, Fátima L. S.; et al. (2023)

Residual Squeeze-and-Excitation U-Shaped Network for Minutia Extraction in Contactless Fingerprint Images. - Cotrim, Anderson Nogueira; Pedrini, Hélio (2023)

MIA-3DCNN: A 3D Convolutional Neural Network for COVID-19 Detection and Severity Classification. - Nakashima, Igor Kenzo Ishikawa Oshiro; Vendramini, Giovanna; Pedrini, Hélio (2023)

Self-supervised Learning of Contextualized Local Visual Embeddings. - Silva, Thalles; Pedrini, Hélio; Rivera, Adín Ramírez (2023)

When Layers Play the Lottery, all Tickets Win at Initialization. - Jordão, Artur; Araújo, George Corrêa de; Maia, Helena de Almeida; Pedrini, Hélio (2023)

SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering. - Souza, Bruno; Aasan, Marius; Pedrini, Hélio; Rivera, Adín Ramírez (2023)

AReID: Rethinking Re-Identification and Occlusions for Multi-Object Tracking. - Quispe, Rodolfo; Lan, Cuiling; Zhang, Zhizheng; Pedrini, Hélio (2023)

Mandible Segmentation from CT and CBCT Images Based on a Patch-Based Convolutional Neural Network. - Amorim, Paulo H. J.; Moraes, Thiago F.; Silva, Jorge Vicente Lopes da; Pedrini, Hélio (2023)

SwinFVC: A Swin Flow Video Colorization Example-Based Method. - Stival, Leandro; Torres, Ricardo da Silva; Pedrini, Hélio (2023)

Epileptic Electroencephalogram Signal Classification Based on Shearlet and Contourlet Transforms. - Amorim, Paulo H. J.; Moraes, Thiago F.; Silva, Jorge Vicente Lopes da; Pedrini, Hélio (2023)

A Combined Noisy Borehole Image Log Segmentation Method. - Bomfim, Leticia da Silva; Pedrini, Hélio; Vidal, Alexandre Campane (2023)

Adversarial Feature Hallucination in a Supervised Contrastive Space for Few-Shot Learning of Provenance in Paintings. - David, Lucas; Liborio, Luis; Paiva, Guilherme; Severo, Marianna; Valle, Eduardo; Pedrini, Hélio; Dias, Zanoni (2023)

Image Dehazing Using a Simple Convolutional Autoencoder. - Quispe, Percy Maldonado; Pedrini, Hélio (2023)

A Zero-Shot Image Enhancement Method Based on Human Skin Tone Reference. - Oliveira, Diulhio; Lopes, Alexandre; Luquezi, Vitor Galassi; Nogueira, Carlos Eduardo; Schiezaro, Mauricio; Liu, Dennis; Pedrini, Hélio (2023)

Cancer Spheroid Segmentation Based on Vision Transformer. - Leite, Guilherme Vieira; Azevedo-Martins, Jordana Maria; Ferreira-Halder, Carmen Veríssima; Pedrini, Hélio (2023)

Counting People in Crowds Using Multiple Column Neural Networks. - Konishi, Christian Massao; Pedrini, Hélio (2023)

Algorithmic Fairness Applied to the Multi-Label Classification Problem. - Dantas, Ana Paula dos Santos; Oliveira, Gabriel Bianchin de; Oliveira, Daiane Mendes de; Pedrini, Hélio; Souza, Cid C. de; Dias, Zanoni (2023)

When Layers Play the Lottery, all Tickets Win at Initialization. - Jordão, Artur; Araújo, George Corrêa de; Maia, Helena de Almeida; Pedrini, Hélio (CoRR, 2023)

MIA-3DCNN: COVID-19 Detection Based on a 3D CNN. - Nakashima, Igor Kenzo Ishikawa Oshiro; Vendramini, Giovanna; Pedrini, Hélio (CoRR, 2023)

P-NOC: Adversarial CAM Generation for Weakly Supervised Semantic Segmentation. - David, Lucas; Pedrini, Hélio; Dias, Zanoni (CoRR, 2023)

Self-supervised Learning of Contextualized Local Visual Embeddings. - Silva, Thalles Santos; Pedrini, Hélio; Rivera, Adín Ramírez (CoRR, 2023)

SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering. - Souza, Bruno; Aasan, Marius; Pedrini, Hélio; Rivera, Adín Ramírez (CoRR, 2023)

CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages. - Santos, Gabriel Oliveira dos; Moreira, Diego A. B.; Ferreira, Alef Iury Siqueira; Silva, Jhessica; Pereira, Luiz; Bueno, Pedro; Sousa, Thiago; Maia, Helena Almeida; Silva, Nádia Félix F. da; Colombini, Esther; Pedrini, Hélio; Avila, Sandra (CoRR, 2023)

Multi-Script Video Caption Localization Based on Visual Rhythms. - Souza, Marcos Roberto e; Maia, Helena de Almeida; Santos, Anderson Carlos Sousa e; Vieira, Marcelo Bernardes; Pedrini, Hélio (Appl. Artif. Intell., 2022)

Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification. - Bollis, Edson R.; Maia, Helena Almeida; Pedrini, Hélio; Avila, Sandra (Comput. Electron. Agric., 2022)

A survey on RGB-D datasets. - Lopes, Alexandre; Souza, Roberto; Pedrini, Hélio (Comput. Vis. Image Underst., 2022)

Litter Detection with Deep Learning: A Comparative Study. - Neira, Manuel Alberto Cordova; Pinto, Allan; Hellevik, Christina Carrozzo; Alaliyat, Saleh Abdel-Afou; Hameed, Ibrahim A.; Pedrini, Hélio; Torres, Ricardo da Silva (Sensors, 2022)

Global Semantic Descriptors for Zero-Shot Action Recognition. - Estevam, Valter; Laroca, Rayson; Pedrini, Hélio; Menotti, David (IEEE Signal Process. Lett., 2022)

Protein Molecular Function Annotation Based on Transformer Embeddings. - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (2022)

Characterization of fracture geometry with computed microtomography rock images. - Bomfim, Leticia da Silva; Avansi, Guilherme Daniel; Vidal, Alexandre Campane; Pedrini, Hélio (2022)

MinMax-CAM: Increasing Precision of Explaining Maps by Contrasting Gradient Signals and Regularizing Kernel Usage. - David, Lucas; Pedrini, Hélio; Dias, Zanoni (2022)

Prediction of Protein Molecular Functions Using Transformers. - Mello, Felipe Lopes de; Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (2022)

Skew Angle Detection and Correction in Text Images Using RGB Gradient. - Rocha, Bruno M.; Vieira, Gabriel da Silva; Pedrini, Hélio; Fonseca, Afonso Ueslei Da; Fernandes, Deborah S. A.; Lima, Junio Cesar de; Ferreira, Júlio César; Soares, Fabrízzio Alphonsus A. M. N. (2022)

Self-distilled Self-supervised Depth Estimation in Monocular Videos. - Mendoza, Julio; Pedrini, Hélio (2022)

Multiscale Approach in Deep Convolutional Networks for Minutia Extraction from Contactless Fingerprint Images. - Cotrim, Anderson Nogueira; Pedrini, Hélio (2022)

Multi-Scale Patch Partitioning for Image Inpainting Based on Visual Transformers. - Flores-Campana, Jose Luis; Decker, Luis Gustavo Lorgus; Souza, Marcos Roberto e; Maia, Helena de Almeida; Pedrini, Hélio (2022)

MinMax-CAM: Improving Focus of CAM-based Visualization Techniques in Multi-label Problems. - David, Lucas Oliveira; Pedrini, Hélio; Dias, Zanoni (2022)

PlastOPol: A Dataset for Litter Detection. - Neira, Manuel Alberto Cordova; Pinto, Allan; Hellevik, Christina Carrozzo; Alaliyat, Saleh Abdel-Afou; Hameed, Ibrahim A.; Pedrini, Hélio; Torres, Ricardo da Silva (Zenodo, 2022)

CAFA3 based dataset. - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (Zenodo, 2022)

A Survey on RGB-D Datasets. - Lopes, Alexandre; Souza, Roberto; Pedrini, Hélio (CoRR, 2022)

Global Semantic Descriptors for Zero-Shot Action Recognition. - Estevam, Valter; Laroca, Rayson; Pedrini, Hélio; Menotti, David (CoRR, 2022)

Single Image Super-Resolution Based on Capsule Neural Networks. - Araújo, George Corrêa de; Pedrini, Hélio (CoRR, 2022)

Soundscape segregation based on visual analysis and discriminating features. - Dias, Fábio Felix; Pedrini, Hélio; Minghim, Rosane (Ecol. Informatics, 2021)

Zero-shot action recognition in videos: A survey. - Junior, Valter Luís Estevam; Pedrini, Hélio; Menotti, David (Neurocomputing, 2021)

AttributeNet: Attribute enhanced vehicle re-identification. - Quispe, Rodolfo; Lan, Cuiling; Zeng, Wenjun; Pedrini, Hélio (Neurocomputing, 2021)

Weighted voting of multi-stream convolutional neural networks for video-based action recognition using optical flow rhythms. - Brito, André de Souza; Vieira, Marcelo Bernardes; Villela, Saulo Moraes; Tacon, Hemerson; Chaves, Hugo de Lima; Maia, Helena de Almeida; Concha, Darwin Ttito; Pedrini, Hélio (J. Vis. Commun. Image Represent., 2021)

Pyramidal Layered Scene Inference with Image Outpainting for Monocular View Synthesis. - Souza, Marcos Roberto e; Conceição, Jhonatas S.; Flores-Campana, Jose L.; Decker, Luis G. L.; Luvizon, Diogo C.; Carvalho, Gustavo Sutter P.; Maia, Helena Almeida; Pedrini, Hélio (2021)

MMEC: Multi-Modal Ensemble Classifier for Protein Secondary Structure Prediction. - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (2021)

Authentication of Vincent van Gogh's Work. - David, Lucas Oliveira; Pedrini, Hélio; Dias, Zanoni; Rocha, Anderson (2021)

Data-Augmented Emoji Approach to Sentiment Classification of Tweets. - Barros, Tiago Martinho de; Pedrini, Hélio; Dias, Zanoni (2021)

Low-Cost Domain Adaptation for Crop and Weed Segmentation. - Vasconcelos, Gustavo J. Q. de; Spina, Thiago Vallin; Pedrini, Hélio (2021)

On the Effect of Pruning on Adversarial Robustness. - Jordão, Artur; Pedrini, Hélio (2021)

Adaptive Self-supervised Depth Estimation in Monocular Videos. - Mendoza, Julio; Pedrini, Hélio (2021)

Protein secondary structure prediction based on fusion of machine learning classifiers. - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (2021)

Leveraging emoji to improve sentiment classification of tweets. - Barros, Tiago Martinho de; Pedrini, Hélio; Dias, Zanoni (2021)

Connoisseur: Provenance Analysis in Paintings. - David, Lucas Oliveira; Pedrini, Hélio; Dias, Zanoni; Rocha, Anderson (2021)

Adaptive Multiplane Image Generation from a Single Internet Picture. - Luvizon, Diogo C.; Carvalho, Gustavo Sutter P.; Santos, Andreza A. dos; Conceição, Jhonatas S.; Flores-Campana, Jose L.; Decker, Luis G. L.; Souza, Marcos Roberto e; Pedrini, Hélio; Joia, Antonio; Penatti, Otávio A. B. (2021)

Improving Makeup Face Verification by Exploring Part-Based Representations. - Angeloni, Marcus de Assis; Pedrini, Hélio (CoRR, 2021)

AttributeNet: Attribute Enhanced Vehicle Re-Identification. - Quispe, Rodolfo; Lan, Cuiling; Zeng, Wenjun; Pedrini, Hélio (CoRR, 2021)

On the Effect of Pruning on Adversarial Robustness. - Jordão, Artur; Pedrini, Hélio (CoRR, 2021)

Weakly Supervised Attention-based Models Using Activation Maps for Citrus Mite and Insect Pest Classification. - Bollis, Edson R.; Maia, Helena Almeida; Pedrini, Hélio; Avila, Sandra (CoRR, 2021)

Dense Video Captioning Using Unsupervised Semantic Information. - Junior, Valter Luís Estevam; Laroca, Rayson; Pedrini, Hélio; Menotti, David (CoRR, 2021)

Tell me what you see: A zero-shot action recognition method based on natural language descriptions. - Junior, Valter Luís Estevam; Laroca, Rayson; Menotti, David; Pedrini, Hélio (CoRR, 2021)

Pelee-Text++: A Tiny Neural Network for Scene Text Detection. - Neira, Manuel Alberto Cordova; Pinto, Allan da Silva; Pedrini, Hélio; Torres, Ricardo da Silva (IEEE Access, 2020)

Detection and classification of lung nodules in chest X-ray images using deep convolutional neural networks. - Mendoza, Julio; Pedrini, Hélio (Comput. Intell., 2020)

Semantic Segmentation of 3D Medical Images with 3D Convolutional Neural Networks. - Herrera, Alejandra Márquez; Cuadros-Vargas, Alex Jesús; Pedrini, Hélio (CLEI Electron. J., 2020)

Medical image interpolation based on 3D Lanczos filtering. - Moraes, Thiago F.; Amorim, Paulo H. J.; Silva, Jorge; Pedrini, Hélio (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020)

Visual rhythms for qualitative evaluation of video stabilization. - Souza, Marcos Roberto e; Pedrini, Hélio (EURASIP J. Image Video Process., 2020)

A comparative analysis of Bayesian network structure learning algorithms applied to crime data. - Fazanaro, Dalton Ieda; Pedrini, Hélio (Intell. Data Anal., 2020)

Survey on visual rhythms: A spatio-temporal representation for video sequences. - Souza, Marcos Roberto e; Maia, Helena de Almeida; Vieira, Marcelo Bernardes; Pedrini, Hélio (Neurocomputing, 2020)

Human Action Recognition Based on a Spatio-Temporal Video Autoencoder. - Santos, Anderson Carlos Sousa e; Pedrini, Hélio (Int. J. Pattern Recognit. Artif. Intell., 2020)

Video action recognition based on visual rhythm representation. - Moreira, Thierry Pinheiro; Menotti, David; Pedrini, Hélio (J. Vis. Commun. Image Represent., 2020)

Vertex Coloring of a Graph for Memory Constrained Scenarios. - Silva, Eduardo Sant'Ana da; Pedrini, Hélio (Math. Comput. Sci., 2020)

Leveraging Shape, Reflectance and Albedo From Shading for Face Presentation Attack Detection. - Pinto, Allan da Silva; Goldenstein, Siome; Ferreira, Alexandre M.; Carvalho, Tiago J.; Pedrini, Hélio; Rocha, Anderson (IEEE Trans. Inf. Forensics Secur., 2020)

Evaluation and Detection of Gaps in Curved Sugarcane Planting Lines in Aerial Images. - Rocha, Bruno Moraes; Vieira, Gabriel da Silva; Fonseca, Afonso Ueslei Da; Pedrini, Hélio; Sousa, Naiane Maria de; Soares, Fabrízzio Alphonsus A. M. N. (2020)

Visual Detection of Productive Crop and Pasture Fields from Aerial Image Analysis. - Vieira, Gabriel da Silva; Rocha, Bruno M.; Pedrini, Hélio; Sousa, Naiane Maria de; Lima, Junio Cesar de; Costa, Ronaldo Martins da; Soares, Fabrízzio Alphonsus A. M. N. (2020)

Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. - Bollis, Edson R.; Pedrini, Hélio; Avila, Sandra (2020)

Scene Text Localization Using Lightweight Convolutional Networks. - Decker, Luis Gustavo Lorgus; Pinto, Allan; Flores-Campana, Jose Luis; Neira, Manuel Alberto Cordova; Santos, Andreza Aparecida dos; Conceição, Jhonatas Santos de Jesus; Pedrini, Hélio; Angeloni, Marcus de Assis; Li, Lin Tzy; Luvizon, Diogo Carbonera; Torres, Ricardo da Silva (2020)

Early Stopping for Two-Stream Fusion Applied to Action Recognition. - Maia, Helena de Almeida; Souza, Marcos Roberto e; Santos, Anderson Carlos Sousa e; Bobadilla, Julio Cesar Mendoza; Vieira, Marcelo Bernardes; Pedrini, Hélio (2020)

Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation. - Pinto, Allan da Silva; Neira, Manuel Alberto Cordova; Decker, Luis G. L.; Flores-Campana, Jose L.; Souza, Marcos Roberto e; Santos, Andreza A. dos; Conceição, Jhonatas S.; Gagliardi, Henrique F.; Luvizon, Diogo C.; Torres, Ricardo da Silva; Pedrini, Hélio (2020)

Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification. - Quispe, Rodolfo; Pedrini, Hélio (2020)

The Discrete Morse Complex of Images: Algorithms, Modeling and Applications. - Silva, Ricardo Dutra da; Pedrini, Hélio; Hamann, Bernd (2020)

Where's Wally: A Gigapixel Image Study for Face Recognition in Crowds. - Ferreira, Cristiane Bastos Rocha; Pedrini, Hélio; Alencar, Wanderley de Souza; Ferreira, William D.; Carvalho, Thyago Peres; Sousa, Naiane Maria de; Soares, Fabrízzio Alphonsus A. M. N. (2020)

DuaLAnet: Dual Lesion Attention Network for Thoracic Disease Classification in Chest X-Rays. - Teixeira, Vinicius; Braz, Leodécio; Pedrini, Hélio; Dias, Zanoni (2020)

Ensemble of Bidirectional Recurrent Networks and Random Forests for Protein Secondary Structure Prediction. - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (2020)

Fusion of BLAST and Ensemble of Classifiers for Protein Secondary Structure Prediction. - Oliveira, Gabriel Bianchin de; Pedrini, Hélio; Dias, Zanoni (2020)

1-to-N Large Margin Classifier. - Layza, Jaime Rocca; Pedrini, Hélio; Torres, Ricardo da Silva (2020)

Fuzzy Fusion for Two-stream Action Recognition. - Santos, Anderson Carlos Sousa e; Maia, Helena de Almeida; Souza, Marcos Roberto e; Vieira, Marcelo Bernardes; Pedrini, Hélio (2020)

Self-supervised Depth Estimation based on Feature Sharing and Consistency Constraints. - Mendoza, Julio; Pedrini, Hélio (2020)

Multi-stream Architecture with Symmetric Extended Visual Rhythms for Deep Learning Human Action Recognition. - Tacon, Hemerson; Brito, André de Souza; Chaves, Hugo de Lima; Vieira, Marcelo Bernardes; Villela, Saulo Moraes; Maia, Helena de Almeida; Concha, Darwin Ttito; Pedrini, Hélio (2020)

Filter Learning from Deep Descriptors of a Fully Convolutional Siamese Network for Tracking in Videos. - Chaves, Hugo de Lima; Ribeiro, Kevyn Swhants; Brito, André de Souza; Tacon, Hemerson; Vieira, Marcelo Bernardes; Cerqueira, Augusto Santiago; Villela, Saulo Moraes; Maia, Helena de Almeida; Concha, Darwin Ttito; Pedrini, Hélio (2020)

Lite Training Strategies for Portuguese-English and English-Portuguese Translation. - Lopes, Alexandre; Nogueira, Rodrigo; Lotufo, Roberto A.; Pedrini, Hélio (2020)

ImTeNet: Image-Text Classification Network for Abnormality Detection and Automatic Reporting on Musculoskeletal Radiographs. - Braz, Leodécio; Teixeira, Vinicius; Pedrini, Hélio; Dias, Zanoni (2020)

Multi-Stream Networks and Ground-Truth Generation for Crowd Counting. - Quispe, Rodolfo; Concha, Darwin Ttito; Rivera, Adín Ramírez; Pedrini, Hélio (CoRR, 2020)

Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. - Bollis, Edson R.; Pedrini, Hélio; Avila, Sandra (CoRR, 2020)

Lite Training Strategies for Portuguese-English and English-Portuguese Translation. - Lopes, Alexandre; Nogueira, Rodrigo; Lotufo, Roberto A.; Pedrini, Hélio (CoRR, 2020)

Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation. - Pinto, Allan da Silva; Neira, Manuel Alberto Cordova; Decker, Luis G. L.; Flores-Campana, Jose L.; Souza, Marcos Roberto e; Santos, Andreza A. dos; Conceição, Jhonatas S.; Gagliardi, Henrique F.; Luvizon, Diogo C.; Torres, Ricardo da Silva; Pedrini, Hélio (CoRR, 2020)

Top-DB-Net: Top DropBlock for Activation Enhancement in Person Re-Identification. - Quispe, Rodolfo; Pedrini, Hélio (CoRR, 2020)

Multi-channel MR Reconstruction (MC-MRRec) Challenge - Comparing Accelerated MR Reconstruction Models and Assessing Their Genereralizability to Datasets Collected with Different Coils. - Beauferris, Youssef; Teuwen, Jonas; Karkalousos, Dimitrios; Moriakov, Nikita; Caan, Matthan W. A.; Rodrigues, Lívia; Lopes, Alexandre; Pedrini, Hélio; Rittner, Letícia; Dannecker, Maik; Studenyak, Viktor; Gröger, Fabian; et al. (CoRR, 2020)

Adaptive Multiplane Image Generation from a Single Internet Picture. - Luvizon, Diogo C.; Carvalho, Gustavo Sutter P.; Santos, Andreza A. dos; Conceição, Jhonatas S.; Flores-Campana, Jose L.; Decker, Luis G. L.; Souza, Marcos Roberto e; Pedrini, Hélio; Joia, Antonio; Penatti, Otávio A. B. (CoRR, 2020)

Improved person re-identification based on saliency and semantic parsing with deep neural network models. - Quispe, Rodolfo; Pedrini, Hélio (Image Vis. Comput., 2019)

A Soft Computing Framework for Image Classification Based on Recurrence Plots. - Menini, Nathalia; Almeida, Alexandre E.; Lamparelli, Rubens A. C.; Maire, Guerric le; Santos, Jefersson A. dos; Pedrini, Hélio; Hirota, Marina; Torres, Ricardo da Silva (IEEE Geosci. Remote. Sens. Lett., 2019)

Motion energy image for evaluation of video stabilization. - Souza, Marcos Roberto e; Pedrini, Hélio (Vis. Comput., 2019)

Improving Semantic Segmentation of 3D Medical Images on 3D Convolutional Neural Networks. - Herrera, Alejandra Márquez; Cuadros-Vargas, Alex Jesús; Pedrini, Hélio (2019)

Web-based Interactive Visualization of Medical Images in a Distributed System. - Moraes, Thiago F.; Amorim, Paulo H. J.; Silva, Jorge; Pedrini, Hélio (2019)

Human Action Recognition Using Convolutional Neural Networks with Symmetric Time Extension of Visual Rhythms. - Tacon, Hemerson; Brito, André de Souza; Chaves, Hugo de Lima; Vieira, Marcelo Bernardes; Villela, Saulo Moraes; Maia, Helena de Almeida; Concha, Darwin Ttito; Pedrini, Hélio (2019)

Age Estimation From Facial Parts Using Compact Multi-Stream Convolutional Neural Networks. - Angeloni, Marcus A.; Pereira, Rodrigo de Freitas; Pedrini, Hélio (2019)

Bimodal Emotion Recognition Based on Audio and Facial Parts Using Deep Convolutional Neural Networks. - Cornejo, Jadisha Yarif Ramírez; Pedrini, Hélio (2019)

Fall Detection in Video Sequences Based on a Three-Stream Convolutional Neural Network. - Leite, Guilherme Vieira; Silva, Gabriel Pellegrino da; Pedrini, Hélio (2019)

Pelee-Text: A Tiny Convolutional Neural Network for Multi-oriented Scene Text Detection. - Neira, Manuel Alberto Cordova; Decker, Luis G. L.; Flores-Campana, Jose L.; Santos, Andreza A. dos; Conceição, Jhonatas S.; Pinto, Allan da Silva; Pedrini, Hélio; Torres, Ricardo da Silva (2019)

Learnable Visual Rhythms Based on the Stacking of Convolutional Neural Networks for Action Recognition. - Maia, Helena Almeida; Souza, Marcos Roberto e; Santos, Anderson; Pedrini, Hélio; Tacon, Hemerson; Brito, André de Souza; Chaves, Hugo de Lima; Vieira, Marcelo Bernardes; Villela, Saulo Moraes (2019)

Extending the Aerial Image Analysis from the Detection of Tree Crowns. - Vieira, Gabriel da Silva; Rocha, Bruno M.; Soares, Fabrízzio Alphonsus A. M. N.; Lima, Junio Cesar de; Pedrini, Hélio; Costa, Ronaldo Martins da; Ferreira, Júlio César (2019)

Estimation of Fingerprint Image Quality Based on Neighborhood Strengthness Homogeneity. - Vasconcelos, Raimundo Claudio da Silva; Pedrini, Hélio (2019)

Offline Handwritten Script Recognition Based on Texture Descriptors. - Souza, Marcos Roberto e; Bertolini, Diego; Pedrini, Hélio; Costa, Yandre M. G. (2019)

Where are the People? A Multi-Stream Convolutional Neural Network for Crowd Counting via Density Map from Complex Images. - Concha, Darwin Ttito; Quispe, Rodolfo; Rivera, Adín Ramírez; Pedrini, Hélio (2019)

Multi-Stream Deep Convolutional Network Using High-Level Features Applied to Fall Detection in Video Sequences. - Carneiro, Sarah Almeida; Silva, Gabriel Pellegrino da; Leite, Guilherme Vieira; Moreno, Ricardo; Guimarães, Silvio Jamil Ferzoli; Pedrini, Hélio (2019)

Dynamic Facial Expression Recognition Based on Visual Rhythms and Motion History Images. - Cornejo, Jadisha Yarif Ramírez; Pedrini, Hélio (2019)

Deep Convolutional Multi-Stream Network Detection System Applied to Fall Identi?cation in Video Sequences. - Carneiro, Sarah Almeida; Silva, Gabriel Pellegrino da; Leite, Guilherme Vieira; Moreno, Ricardo; Guimarães, Silvio Jamil Ferzoli; Pedrini, Hélio (2019)

Annotating Biodiversity Spreadsheets through 5W1H based on Machine Learning. - Bernardo, Ivelize R.; Pedrini, Hélio; Santanchè, André (2019)

Fight Detection in Video Sequences Based on Multi-Stream Convolutional Neural Networks. - Carneiro, Sarah Almeida; Silva, Gabriel Pellegrino da; Guimarães, Silvio Jamil Ferzoli; Pedrini, Hélio (2019)

Image Super-Resolution Improved by Edge Information. - Galindo, Eldrey; Pedrini, Hélio (2019)

Space-Time Graphs Based on Interest Point Tracking for Sign Language. - Ximenes, Elias; Pedrini, Hélio (2019)

Audio-Visual Emotion Recognition Using a Hybrid Deep Convolutional Neural Network based on Census Transform. - Cornejo, Jadisha Yarif Ramírez; Pedrini, Hélio (2019)

Spatio-temporal Video Autoencoder for Human Action Recognition. - Santos, Anderson Carlos Sousa e; Pedrini, Hélio (2019)

Fingerprint Image Segmentation based on Oriented Pattern Analysis. - Vasconcelos, Raimundo Claudio da Silva; Pedrini, Hélio (2019)

Zero-Shot Action Recognition in Videos: A Survey. - Junior, Valter Luís Estevam; Pedrini, Hélio; Menotti, David (CoRR, 2019)

Isosurface rendering of medical images improved by automatic texture mapping. - Moraes, Thiago F.; Amorim, Paulo H. J.; Silva, Jorge; Pedrini, Hélio (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018)

Shearlet and contourlet transforms for analysis of electrocardiogram signals. - Amorim, Paulo H. J.; Moraes, Thiago F.; Fazanaro, Dalton Ieda; Silva, Jorge; Pedrini, Hélio (Comput. Methods Programs Biomed., 2018)

Digital video stabilization based on adaptive camera trajectory smoothing. - Souza, Marcos Roberto e; Pedrini, Hélio (EURASIP J. Image Video Process., 2018)

Improvement of global motion estimation in two-dimensional digital video stabilisation methods. - Souza, Marcos Roberto e; Fonseca, Luiz Fernando Rodrigues da; Pedrini, Hélio (IET Image Process., 2018)

VISCOM: A robust video summarization approach using color co-occurrence matrices. - Cirne, Marcos Vinicius Mussel; Pedrini, Hélio (Multim. Tools Appl., 2018)

Combination of local feature detection methods for digital video stabilization. - Souza, Marcos Roberto e; Pedrini, Hélio (Signal Image Video Process., 2018)

Detection of complex video events through visual rhythm. - Torres, Berthin S.; Pedrini, Hélio (Vis. Comput., 2018)

Multiresolution Analysis on Searching for People in Gigapixel Images. - Ferreira, Cristiane Bastos Rocha; Soares, Fabrízzio Alphonsus A. M. N.; Pedrini, Hélio; Bruce, Neil; Ferreira, William D.; Júnior, Gélson da Cruz (2018)

Image Inpainting Based on Local Patch Search Supported by Image Segmentation. - Carneiro, Sarah Almeida; Pedrini, Hélio; Guimarães, Silvio Jamil Ferzoli (2018)

Fingerprint Image Quality Assessment Based on Oriented Pattern Analysis. - Vasconcelos, Raimundo Claudio da Silva; Pedrini, Hélio (2018)

Recognition of Genetic Disorders Based on Deep Features and Geometric Representation. - Cornejo, Jadisha Yarif Ramírez; Pedrini, Hélio (2018)

Multi-stream Convolutional Neural Networks for Action Recognition in Video Sequences Based on Adaptive Visual Rhythms. - Concha, Darwin Ttito; Maia, Helena de Almeida; Pedrini, Hélio; Tacon, Hemerson; Brito, André de Souza; Chaves, Hugo de Lima; Vieira, Marcelo Bernardes (2018)

Emotion Recognition from Occluded Facial Expressions Using Weber Local Descriptor. - Cornejo, Jadisha Yarif Ramírez; Pedrini, Hélio (2018)

3D Adaptive Histogram Equalization Method for Medical Volumes. - Amorim, Paulo H. J.; Moraes, Thiago F.; Silva, Jorge; Pedrini, Hélio (2018)

Combination of Texture and Geometric Features for Age Estimation in Face Images. - Cirne, Marcos Vinicius Mussel; Pedrini, Hélio (2018)

Improved Person Re-Identification Based on Saliency and Semantic Parsing with Deep Neural Network Models. - Quispe, Rodolfo; Pedrini, Hélio (CoRR, 2018)

Image Thresholding Improved by Global Optimization Methods. - Balabanian, Felipe; Silva, Eduardo Sant'Ana da; Pedrini, Hélio (Appl. Artif. Intell., 2017)

Electroencephalogram signal classification based on shearlet and contourlet transforms. - Amorim, Paulo H. J.; Moraes, Thiago F.; Fazanaro, Dalton Ieda; Silva, Jorge; Pedrini, Hélio (Expert Syst. Appl., 2017)

Human Action Classification Based on Silhouette Indexed Interest Points for Multiple Domains. - Alcântara, Marlon Fernandes de; Pedrini, Hélio; Cao, Yu (Int. J. Image Graph., 2017)

Action identification using a descriptor with autonomous fragments in a multilevel prediction scheme. - Alcântara, Marlon Fernandes de; Moreira, Thierry Pinheiro; Pedrini, Hélio; Flórez-Revuelta, Francisco (Signal Image Video Process., 2017)

Embedded Hypercube Graph Applied to Image Analysis Problems. - Silva, Eduardo Sant'Ana da; Pedrini, Hélio (J. Signal Process. Syst., 2017)

Exploring Image Bit Planes for Video Shot Boundary Detection. - Santos, Anderson Carlos Sousa e; Pedrini, Hélio (2017)

First-person action recognition through Visual Rhythm texture description. - Moreira, Thierry Pinheiro; Menotti, David; Pedrini, Hélio (2017)

Emotion Recognition Based on Occluded Facial Expressions. - Cornejo, Jadisha Yarif Ramírez; Pedrini, Hélio (2017)

Classification of Pollen Grain Images Based on an Ensemble of Classifiers. - Arias, David Gutierrez; Cirne, Marcos Vinicius Mussel; Saire, Josimar Edinson Chire; Pedrini, Hélio (2017)

Detection of Violent Events in Video Sequences Based on Census Transform Histogram. - Souza, Felipe de; Pedrini, Hélio (2017)

Video summarization method based on the weber local descriptor. - Cirne, Marcos Vinicius Mussel; Pedrini, Hélio (2017)

Shot boundary detection for video temporal segmentation based on the weber local descriptor. - Santos, Anderson Carlos Sousa e; Pedrini, Hélio (2017)

Gender recognition from face images using a geometric descriptor. - Cirne, Marcos Vinicius Mussel; Pedrini, Hélio (2017)

Fast Scalable Coding based on a 3D Low Bit Rate Fractal Video Encoder. - Lima, Vitor de; Moreira, Thierry Pinheiro; Pedrini, Hélio; Schwartz, William Robson (2017)

An approach based on hybrid genetic algorithm applied to image denoising problem. - Paiva, Jonatas Lopes de; Toledo, Claudio Fabiano Motta; Pedrini, Hélio (Appl. Soft Comput., 2016)

Inferring patterns in mitochondrial DNA sequences through hypercube independent spanning trees. - Silva, Eduardo Sant'Ana da; Pedrini, Hélio (Comput. Biol. Medicine, 2016)

Connected-component labeling based on hypercubes for memory constrained scenarios. - Silva, Eduardo Sant'Ana da; Pedrini, Hélio (Expert Syst. Appl., 2016)

Geometrical Features and Active Appearance Model Applied to Facial Expression Recognition. - Silva, Flávio Altinier Maximiano da; Pedrini, Hélio (Int. J. Image Graph., 2016)

Real-time action recognition using a multilayer descriptor with variable size. - Alcântara, Marlon Fernandes de; Moreira, Thierry Pinheiro; Pedrini, Hélio (J. Electronic Imaging, 2016)

Illuminant-Based Transformed Spaces for Image Forensics. - Carvalho, Tiago Jose de; Faria, Fábio Augusto; Pedrini, Hélio; Torres, Ricardo da Silva; Rocha, Anderson (IEEE Trans. Inf. Forensics Secur., 2016)

Automatic Fruit and Vegetable Recognition Based on CENTRIST and Color Representation. - Cornejo, Jadisha Yarif Ramírez; Pedrini, Hélio (2016)

Lung Nodule Classification Based on Deep Convolutional Neural Networks. - Bobadilla, Julio Cesar Mendoza; Pedrini, Hélio (2016)

Video Temporal Segmentation Based on Color Histograms and Cross-Correlation. - Santos, Anderson Carlos Sousa e; Pedrini, Hélio (2016)

Recognition of occluded facial expressions based on CENTRIST features. - Cornejo, Jadisha Yarif Ramírez; Pedrini, Hélio (2016)

Adaptive Video Transition Detection Based on Multiscale Structural Dissimilarity. - Santos, Anderson Carlos Sousa e; Pedrini, Hélio (2016)

A learning-based single-image super-resolution method for very low quality license plate images. - Vicente, Alexandre Nata; Pedrini, Hélio (2016)

Part-based representation and classification for face recognition. - Angeloni, Marcus de Assis; Pedrini, Hélio (2016)

Adaptive video shot detection improved by fusion of dissimilarity measures. - Santos, Anderson Carlos Sousa e; Pedrini, Hélio (2016)

Adaptive Filtering Techniques for Improving Hyperspectral Image Classification. - Amorim, Paulo H. J.; Moraes, Thiago F.; Silva, Jorge; Pedrini, Hélio (2016)

3D Edge Detection Based on Boolean Functions and Local Operators. - Silva, Ricardo Dutra da; Minghim, Rosane; Pedrini, Hélio (Int. J. Image Graph., 2015)

Effects of cultural characteristics on building an emotion classifier through facial expression analysis. - Silva, Flávio Altinier Maximiano da; Pedrini, Hélio (J. Electronic Imaging, 2015)

A topology-based approach to computing neighborhood-of-interest points using the Morse complex. - Silva, Ricardo Dutra da; Schwartz, William Robson; Pedrini, Hélio; Pulido, Jesus; Hamann, Bernd (J. Vis. Commun. Image Represent., 2015)

Classification schemes based on Partial Least Squares for face identification. - Carlos, Gerson de Paulo; Pedrini, Hélio; Schwartz, William Robson (J. Vis. Commun. Image Represent., 2015)

Visual Computing and Machine Learning Techniques for Digital Forensics. - Carvalho, Tiago Jose de; Pedrini, Hélio; Rocha, Anderson de Rezende (RITA, 2015)

Deep Representations for Iris, Face, and Fingerprint Spoofing Detection. - Menotti, David; Chiachia, Giovani; Pinto, Allan da Silva; Schwartz, William Robson; Pedrini, Hélio; Falcão, Alexandre Xavier; Rocha, Anderson (IEEE Trans. Inf. Forensics Secur., 2015)

Using Visual Rhythms for Detecting Video-Based Facial Spoof Attacks. - Pinto, Allan da Silva; Schwartz, William Robson; Pedrini, Hélio; Rocha, Anderson de Rezende (IEEE Trans. Inf. Forensics Secur., 2015)

Face Spoofing Detection Through Visual Codebooks of Spectral Temporal Cubes. - Pinto, Allan da Silva; Pedrini, Hélio; Schwartz, William Robson; Rocha, Anderson (IEEE Trans. Image Process., 2015)

An Approach to Supporting Incremental Visual Data Classification. - Paiva, Jose Gustavo; Schwartz, William Robson; Pedrini, Hélio; Minghim, Rosane (IEEE Trans. Vis. Comput. Graph., 2015)

Human Skin Segmentation Improved by Saliency Detection. - Santos, Anderson Carlos Sousa e; Pedrini, Hélio (2015)

A Hybrid Genetic Algorithm for image denoising. - Paiva, Jonatas Lopes de; Toledo, Claudio Fabiano Motta; Pedrini, Hélio (2015)

Human Skin Segmentation Improved by Texture Energy Under Superpixels. - Santos, Anderson; Pedrini, Hélio (2015)

Fast and Accurate Gesture Recognition Based on Motion Shapes. - Moreira, Thierry Pinheiro; Alcântara, Marlon Fernandes de; Pedrini, Hélio; Menotti, David (2015)

Facial Expression Recognition with Occlusions Based on Geometric Representation. - Cornejo, Jadisha Yarif Ramírez; Pedrini, Hélio; Flórez-Revuelta, Francisco (2015)

Bounding volume hierarchy optimization through agglomerative treelet restructuring. - Domingues, Leonardo R.; Pedrini, Hélio (2015)

A verify-correct approach to person re-identification based on Partial Least Squares signatures. - Prado, Gabriel Lorencetti; Pedrini, Hélio; Schwartz, William Robson (2015)

InVesalius: An Interactive Rendering Framework for Health Care Support. - Amorim, Paulo H. J.; Moraes, Thiago F.; Silva, Jorge; Pedrini, Hélio (2015)

Partial Least Squares Image Clustering. - Kloss, Ricardo Barbosa; Cirne, Marcos Vinicius Mussel; Silva, Samira; Pedrini, Hélio; Schwartz, William Robson (2015)

An Approach to Iris Contact Lens Detection Based on Deep Image Representations. - Silva, Pedro; Luz, Eduardo José da S.; Baeta, Rafael; Pedrini, Hélio; Falcão, Alexandre Xavier; Menotti, David (2015)

Faster Approximations of Shortest Geodesic Paths on Polyhedra Through Adaptive Priority Queue. - Schwartz, William Robson; Rezende, Pedro Jussieu de; Pedrini, Hélio (2015)

A Self-adaptation Method for Human Skin Segmentation based on Seed Growing. - Santos, Anderson Carlos Sousa e; Pedrini, Hélio (2015)

Linear dimensionality reduction applied to scale invariant feature transformation and speeded up robust feature descriptors. - Valenzuela, Ricardo Eugenio González; Schwartz, William Robson; Pedrini, Hélio (J. Electronic Imaging, 2014)

Summarization of Videos by Image Quality Assessment. - Cirne, Marcos Vinicius Mussel; Pedrini, Hélio (2014)

Real-time action recognition based on cumulative Motion shapes. - Alcântara, Marlon Fernandes de; Moreira, Thierry Pinheiro; Pedrini, Hélio (2014)

Efficient fusion of multidimensional descriptors for image retrieval. - Bhowmik, Neelanjan; Gonzalez, V. Ricardo; Gouet-Brunet, Valérie; Pedrini, Hélio; Bloch, Gabriel (2014)

Constructing Point Clouds from Underwater Stereo Movies. - Pulido, Jesus; Silva, Ricardo Dutra da; Sumner, Dawn Y.; Pedrini, Hélio; Hamann, Bernd (2014)

Deep Representations for Iris, Face, and Fingerprint Spoofing Attack Detection. - Menotti, David; Chiachia, Giovani; Pinto, Allan da Silva; Schwartz, William Robson; Pedrini, Hélio; Falcão, Alexandre Xavier; Rocha, Anderson (CoRR, 2014)

Data feature selection based on Artificial Bee Colony algorithm. - Schiezaro, Mauricio; Pedrini, Hélio (EURASIP J. Image Video Process., 2013)

An Improved View Frustum Culling Method using Octrees for 3D Real-Time Rendering. - Carvalho, Paulo Roberto de, Jr.; Santos, Maikon Cismoski dos; Schwartz, William Robson; Pedrini, Hélio (Int. J. Image Graph., 2013)

A data-driven detection optimization framework. - Schwartz, William Robson; Melo, Victor Hugo Cunha de; Pedrini, Hélio; Davis, Larry S. (Neurocomputing, 2013)

Multi-scale gray level co-occurrence matrices for texture description. - Siqueira, Fernando Roberti de; Schwartz, William Robson; Pedrini, Hélio (Neurocomputing, 2013)

Marching cubes technique for volumetric visualization accelerated with graphics processing units. - Cirne, Marcos Vinicius Mussel; Pedrini, Hélio (J. Braz. Comput. Soc., 2013)

3D Searchless Fractal Video Encoding at Low Bit Rates. - Lima, Vitor de; Schwartz, William Robson; Pedrini, Hélio (J. Math. Imaging Vis., 2013)

Computer generated images vs. digital photographs: A synergetic feature and classifier combination approach. - Tokuda, Eric; Pedrini, Hélio; Rocha, Anderson (J. Vis. Commun. Image Represent., 2013)

Adaptive edge-preserving image denoising using wavelet transforms. - Silva, Ricardo Dutra da; Minetto, Rodrigo; Schwartz, William Robson; Pedrini, Hélio (Pattern Anal. Appl., 2013)

Exposing Digital Image Forgeries by Illumination Color Classification. - Carvalho, Tiago Jose de; Riess, Christian; Angelopoulou, Elli; Pedrini, Hélio; Rocha, Anderson de Rezende (IEEE Trans. Inf. Forensics Secur., 2013)

Image denoising based on genetic algorithm. - Toledo, Claudio Fabiano Motta; Oliveira, Lobo de; Silva, Reslley Gabriel da; Pedrini, Hélio (2013)

Person Re-identification Using Partial Least Squares Appearance Modeling. - Prado, Gabriel Lorencetti; Schwartz, William Robson; Pedrini, Hélio (2013)

Motion Silhouette-Based Real Time Action Recognition. - Alcântara, Marlon Fernandes de; Moreira, Thierry Pinheiro; Pedrini, Hélio (2013)

A Video Summarization Method Based on Spectral Clustering. - Cirne, Marcos Vinicius Mussel; Pedrini, Hélio (2013)

Fast and scalable enrollment for face identification based on Partial Least Squares. - Carlos, Gerson de Paulo; Pedrini, Hélio; Schwartz, William Robson (2013)

The 2nd competition on counter measures to 2D face spoofing attacks. - Chingovska, Ivana; Yang, J.; Lei, Zhen; Yi, Dong; Li, Stan Z.; Kähm, Olga; Glaser, Christian; Damer, Naser; Kuijper, Arjan; Nouak, Alexander; Komulainen, Jukka; Pereira, Tiago Freitas; et al. (2013)

Semi-Supervised Dimensionality Reduction based on Partial Least Squares for Visual Analysis of High Dimensional Data. - Paiva, Jose Gustavo; Schwartz, William Robson; Pedrini, Hélio; Minghim, Rosane (Comput. Graph. Forum, 2012)

Multidimensional Projections for Visual Analysis of Social Networks. - Martins, Rafael Messias; Andery, Gabriel de Faria; Heberle, Henry; Paulovich, Fernando Vieira; Lopes, Alneu de Andrade; Pedrini, Hélio; Minghim, Rosane (J. Comput. Sci. Technol., 2012)

Evaluation of feature descriptors for texture classification. - Schwartz, William Robson; Siqueira, Fernando Roberti de; Pedrini, Hélio (J. Electronic Imaging, 2012)

Fusion of Local and Global Descriptors for Content-Based Image and Video Retrieval. - Andrade, Felipe S. P.; Almeida, Jurandy; Pedrini, Hélio; Torres, Ricardo da Silva (2012)

Scalar image interest point detection and description based on discrete Morse theory and geometric descriptors. - Silva, Ricardo Dutra da; Schwartz, William Robson; Pedrini, Hélio (2012)

Video-Based Face Spoofing Detection through Visual Rhythm Analysis. - Pinto, Allan da Silva; Pedrini, Hélio; Schwartz, William Robson; Rocha, Anderson (2012)

Image Sequence Super-resolution based on Learning using Feature Descriptors. - Rézio, Ana Carolina Correia; Schwartz, William Robson; Pedrini, Hélio (2012)

Improved Fractal Image Compression Based on Robust Feature Descriptors. - Schwartz, William Robson; Pedrini, Hélio (Int. J. Image Graph., 2011)

Ambiente Virtual Interativo com Colisão e Deformação de Objetos para Treinamento Médico. - Kera, Marcello; Pedrini, Hélio; Nunes, Fátima L. S. (RITA, 2011)

Improved Similarity Trees and their Application to Visual Data Classification. - Paiva, Jose Gustavo; Florian, Laura; Pedrini, Hélio; Telles, Guilherme P.; Minghim, Rosane (IEEE Trans. Vis. Comput. Graph., 2011)

Fast Rotation-Invariant Video Caption Detection Based on Visual Rhythm. - Valio, Felipe Braunger; Pedrini, Hélio; Leite, Neucimar Jerônimo (2011)

Local Response Context Applied to Pedestrian Detection. - Schwartz, William Robson; Davis, Larry S.; Pedrini, Hélio (2011)

Competition on counter measures to 2-D facial spoofing attacks. - Chakka, Murali Mohan; Anjos, André; Marcel, Sébastien; Tronci, Roberto; Muntoni, Daniele; Fadda, Gianluca; Pili, Maurizio; Sirena, Nicola; Murgia, Gabriele; Ristori, Marco; Roli, Fabio; Yan, Junjie; et al. (2011)

Face spoofing detection through partial least squares and low-level descriptors. - Schwartz, William Robson; Rocha, Anderson; Pedrini, Hélio (2011)

A novel feature descriptor based on the shearlet transform. - Schwartz, William Robson; Silva, Ricardo Dutra da; Davis, Larry S.; Pedrini, Hélio (2011)

Fast Low Bit-Rate 3D Searchless Fractal Video Encoding. - Lima, Vitor de; Schwartz, William Robson; Pedrini, Hélio (2011)

A Very Low Bit-Rate Minimalist Video Encoder Based on Matching Pursuits. - Lima, Vitor de; Pedrini, Hélio (2010)

Processing and Visualization of Light Microscope Images. - Maurer, Mauricio Rafael; Pedrini, Hélio; Randi, Marco Antonio Ferreira (Int. J. Image Graph., 2009)

Video Compression and Retrieval of Moving Object Location Applied to Surveillance. - Schwartz, William Robson; Pedrini, Hélio; Davis, Larry S. (2009)

An architecture for rendering Web 3D virtual environments on computers with limited graphic processing power. - Santos, Maikon Cismoski dos; Pedrini, Hélio; Battaiola, André Luiz (2009)

Satellite Image Segmentation Using Wavelet Transforms Based on Color and Texture Features. - Silva, Ricardo Dutra da; Minetto, Rodrigo; Schwartz, William Robson; Pedrini, Hélio (2008)

Smooth Image Surface Approximation by Piecewise Cubic Polynomials. - Kaick, Oliver Matias van; Pedrini, Hélio (2007)

A Comparative Evaluation of Metrics for Fast Mesh Simplification. - Kaick, Oliver Matias van; Pedrini, Hélio (Comput. Graph. Forum, 2006)

Textured Image Segmentation Based on Spatial Dependence using a Markov Random Field Model. - Schwartz, William Robson; Pedrini, Hélio (2006)

Assessment of Image Surface Approximation accuracy given by triangular Meshes. - Kaick, Oliver Matias van; Pedrini, Hélio (2004)

Texture classification based on spatial dependence features using co-occurrence matrices and markov random fields. - Schwartz, William Robson; Pedrini, Hélio (2004)

Efficient Generation of Triangle Strips from Triangulated Meshes. - Kaick, Oliver Matias van; Silva, Murilo Vicente Gonçalves da; Pedrini, Hélio (2004)

Fitting smooth surfaces to scattered 3D data using piecewise quadratic approximation. - Kaick, Oliver Matias van; Silva, Murilo Vicente Gonçalves da; Pedrini, Hélio; Schwartz, William Robson (2002)

Boolean Decomposition of Binary Image Operators. - Madeira, Heraldo Maciel França; Pedrini, Hélio (2002)

Fast Mesh Rendering Through Efficient Triangle Strip Generation. - Silva, Murilo Vicente Gonçalves da; Kaick, Oliver Matias van; Pedrini, Hélio (2002)

Topographic Feature Identification Based on Triangular Meshes. - Pedrini, Hélio; Schwartz, William Robson (2001)

Modeling Dense Range Images through Fast Polygonal Approximations. - Pedrini, Hélio (2001)

Automatic extraction of topographic features using adaptive triangular meshes. - Pedrini, Hélio; Schwartz, William Robson; Franklin, W. Randolph (2001)

An Improved Refinement and Decimation Method for Adaptive Terrain Surface Approximation. - Pedrini, Hélio (2001)