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ORCIDHelena Almeida Maia
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2020 – today
- 2024
[c13]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: 122-132- [i4]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:
FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models. CoRR abs/2409.19474 (2024) - 2023
- [j8]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) - [j7]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) - [j6]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) - [c12]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: 1196-1205 - [i3]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) - [i2]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
- [j5]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) - [j4]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) - [c11]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 - 2021
- [j3]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) - [c10]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 - [i1]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) - 2020
- [j2]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) - [c9]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 - [c8]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 - [c7]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 - [c6]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
2010 – 2019
- 2019
- [c5]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 - [c4]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 - 2018
- [c3]Darwin Ttito Concha, Helena de Almeida Maia, Hélio Pedrini, Hemerson Tacon, André de Souza Brito, Hugo de Lima Chaves, Marcelo Bernardes Vieira:
Multi-stream Convolutional Neural Networks for Action Recognition in Video Sequences Based on Adaptive Visual Rhythms. ICMLA 2018: 473-480 - 2016
- [c2]Helena de Almeida Maia, Fabio Luiz Marinho De Oliveira, Marcelo Bernardes Vieira:
Independent selection and validation for tracking-learning-detection. ICIP 2016: 3469-3473 - 2015
- [j1]Helena Almeida Maia, Ana Mara De Oliveira Figueiredo, Fabio Luiz Marinho De Oliveira, Virgínia Fernandes Mota, Marcelo Bernardes Vieira:
A Video Tensor Self-descriptor Based on Block Matching. J. Mobile Multimedia 11(1&2): 90-102 (2015) - 2014
- [c1]Ana Mara De Oliveira Figueiredo, Helena Almeida Maia, Fabio Luiz Marinho De Oliveira, Virgínia Fernandes Mota, Marcelo Bernardes Vieira:
A Video Tensor Self-descriptor Based on Block Matching. ICCSA (6) 2014: 401-414
Coauthor Index
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