A Video Tensor Self-descriptor Based on Block Matching. - Helena Almeida Maia; Ana Mara De Oliveira Figueiredo; Fabio Luiz Marinho De Oliveira; Virgínia Fernandes Mota; Marcelo Bernardes Vieira (J. Mobile Multimedia, 2015)

Independent selection and validation for tracking-learning-detection. - Helena de Almeida Maia; Fabio Luiz Marinho De Oliveira; Marcelo Bernardes Vieira (ICIP, 2016)

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

Human Action Recognition Using Convolutional Neural Networks with Symmetric Time Extension of Visual Rhythms. - 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 (ICCSA (1), 2019)

Learnable Visual Rhythms Based on the Stacking of Convolutional Neural Networks for Action Recognition. - Helena Almeida Maia; Marcos Roberto e Souza; Anderson Santos 001; Hélio Pedrini; Hemerson Tacon; André de Souza Brito; Hugo de Lima Chaves; Marcelo Bernardes Vieira; Saulo Moraes Villela (ICMLA, 2019)

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

Filter Learning from Deep Descriptors of a Fully Convolutional Siamese Network for Tracking in Videos. - 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 (VISIGRAPP (4: VISAPP), 2020)

Fuzzy Fusion for Two-stream Action Recognition. - Anderson Carlos Sousa e Santos; Helena de Almeida Maia; Marcos Roberto e Souza; Marcelo Bernardes Vieira; Hélio Pedrini (VISIGRAPP (5: VISAPP), 2020)

Multi-stream Architecture with Symmetric Extended Visual Rhythms for Deep Learning Human Action Recognition. - 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 (VISIGRAPP (5: VISAPP), 2020)

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

Visual rhythm-based convolutional neural networks and adaptive fusion for a multi-stream architecture applied to human action recognition : Redes neurais convolucionais baseadas em ritmos visuais e fusão adaptativa para uma arquitetura de múltiplos canais aplicada ao reconhecimento de ações humanas - Helena de Almeida Maia (2020)

Pyramidal Layered Scene Inference with Image Outpainting for Monocular View Synthesis. - 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 (CAIP (1), 2021)

Weighted voting of multi-stream convolutional neural networks for video-based action recognition using optical flow rhythms. - 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 (J. Vis. Commun. Image Represent., 2021)

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

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

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

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

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

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

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

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

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

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

Image Inpainting on the Sketch-Pencil Domain with Vision Transformers. - Jose Luis Flores-Campana; Luis Gustavo Lorgus Decker; Marcos Roberto e Souza; Helena de Almeida Maia; Hélio Pedrini (VISIGRAPP (3): VISAPP, 2024)

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

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

Yet another algorithmic bias: A Discursive Analysis of Large Language Models Reinforcing Dominant Discourses on Gender and Race. - Gustavo Bonil; Simone Tiemi Hashiguti; Jhessica Silva; João Medrado Gondim; Helena Almeida Maia; Nádia Félix F. da Silva; Hélio Pedrini; Sandra Avila (CoRR, 2025)