Helena Almeida Maia

According to our database, Helena Almeida Maia authored at least 23 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models.

Diego A. B. Moreira, Alef Iury 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

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

Proceedings of the 19th International Joint Conference on Computer Vision, 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

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

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, November, 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., June, 2023

Survey on Digital Video Stabilization: Concepts, Methods, and Challenges.

Marcos Roberto e Souza, Helena de Almeida Maia, Hélio Pedrini

ACM Comput. Surv., 2023

CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages.

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

CoRR, 2023

When Layers Play the Lottery, all Tickets Win at Initialization.

Artur Jordão, George Corrêa de Araújo, Helena de Almeida Maia, Hélio Pedrini

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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

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

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

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

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

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

Proceedings of the Computer Analysis of Images and Patterns, 2021

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

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

Proceedings of the 15th International Joint Conference on Computer Vision, 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

Proceedings of the 15th International Joint Conference on Computer Vision, 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

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

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

Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2020

2019

Learnable Visual Rhythms Based on the Stacking of Convolutional Neural Networks for Action Recognition.

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

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

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

Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019

2018

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

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2016

Independent selection and validation for tracking-learning-detection.

Helena de Almeida Maia, Fabio Luiz Marinho De Oliveira, Marcelo Bernardes Vieira

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

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