Parallel implementation of mobile robotic self-localization. - Priscila Tiemi Maeda Saito; Denis Fernando Wolf; Kalinka Regina Lucas Jaquie Castelo Branco; Ricardo José Sabatine (ICHIT, 2009)

A data reduction and organization approach for efficient image annotation. - Priscila T. M. Saito; Pedro J. de Rezende; Alexandre X. Falcão; Celso T. N. Suzuki; Jancarlo F. Gomes (SAC, 2013)

Active Semi-supervised Learning Using Optimum-Path Forest. - Priscila T. M. Saito; Willian Paraguassu Amorim; Alexandre X. Falcão; Pedro Jussieu de Rezende; Celso T. N. Suzuki; Jancarlo F. Gomes; Marcelo Henriques de Carvalho (ICPR, 2014)

Content-based image retrieval towards the automatic characterization of soybean seed vigor. - Marcus G. F. Santanna; Priscila T. M. Saito; Pedro Henrique Bugatti (SAC, 2014)

Superpixel-Based Interactive Classification of Very High Resolution Images. - John E. Vargas; Priscila T. M. Saito; Alexandre X. Falcão; Pedro Jussieu de Rezende; Jefersson Alex dos Santos (SIBGRAPI, 2014)

An active learning paradigm based on a priori data reduction and organization. - Priscila T. M. Saito; Pedro J. de Rezende; Alexandre X. Falcão; Celso T. N. Suzuki; Jancarlo F. Gomes (Expert Syst. Appl., 2014)

Exploiting Evolutionary Approaches for Content-Based Medical Image Retrieval. - Reginaldo Rocha; Priscila T. M. Saito; Pedro Henrique Bugatti (CBMS, 2015)

A Complex Network-Based Approach to the Analysis and Classification of Images. - Geovana V. L. de Lima; Thullyo R. Castilho; Pedro Henrique Bugatti; Priscila T. M. Saito; Fabrício Martins Lopes (CIARP, 2015)

A Novel Framework for Content-Based Image Retrieval Through Relevance Feedback Optimization. - Reginaldo Rocha; Priscila T. M. Saito; Pedro Henrique Bugatti (CIARP, 2015)

Robust active learning for the diagnosis of parasites. - Priscila T. M. Saito; Celso T. N. Suzuki; Jancarlo F. Gomes; Pedro Jussieu de Rezende; Alexandre X. Falcão (Pattern Recognit., 2015)

An image analysis framework for effective classification of seed damages. - Douglas Felipe Pereira; Priscila T. M. Saito; Pedro Henrique Bugatti (SAC, 2016)

Towards an Effective and Efficient Learning for Biomedical Data Classification. - Guilherme Camargo; Rafael Staiger Bressan; Pedro Henrique Bugatti; Priscila Tiemi Maeda Saito (CBMS, 2017)

Going Deeper on BioImages Classification: A Plant Leaf Dataset Case Study. - Daniel H. A. Alves; Luís F. Galonetti; Claiton de Oliveira; Pedro Henrique Bugatti; Priscila T. M. Saito (CIARP, 2017)

DOCToR: The Role of Deep Features in Content-Based Mammographic Image Retrieval. - Rafael Staiger Bressan; Daniel H. A. Alves; Lucas M. Valério; Pedro Henrique Bugatti; Priscila T. M. Saito (CBMS, 2018)

Fuzzy approach for classification of pork into quality grades: coping with unclassifiable samples. - Louise Manha Peres; Sylvio Barbon Junior; Estefânia Mayumi Fuzyi; Ana Paula A. C. Barbon; Douglas Fernandes Barbin; Priscila Tiemi Maeda Saito; Nayara Andreo; Ana Maria Bridi (Comput. Electron. Agric., 2018)

DeepMammo: Deep Transfer Learning for Lesion Classification of Mammographic Images. - Lucas M. Valério; Daniel H. A. Alves; Luigi F. Cruz; Pedro Henrique Bugatti; Claiton de Oliveira; Priscila T. M. Saito (CBMS, 2019)

Towards Practical Computer Vision in Teaching and Learning of Image Processing Theories. - Lucas de O. Alves; Luigi F. Cruz; Priscila T. M. Saito; Pedro Henrique Bugatti (FIE, 2019)

Classification of Transposable Elements by Convolutional Neural Networks. - Murilo Horacio Pereira da Cruz; Priscila T. M. Saito; Alexandre Rossi Paschoal; Pedro Henrique Bugatti (ICAISC (2), 2019)

DeepSeed: A Deep Learning Methodology for Automated Soybean Seed Damage Classification. - Luigi Freitas Cruz; Priscila Tiemi Maeda Saito; Pedro Henrique Bugatti (MLDM (2), 2019)

An Intelligent System to Enhance the Productivity and Sustainability in Soybean Crop Enterprises. - Douglas Felipe Pereira; Pedro Henrique Bugatti; Fabrício Martins Lopes; André Luis Siqueira Marques de Souza; Priscila T. M. Saito (SBSI, 2019)

Pattern recognition analysis on long noncoding RNAs: a tool for prediction in plants. - Tatianne da Costa Negri; Wonder Alexandre Luz Alves; Pedro Henrique Bugatti; Priscila Tiemi Maeda Saito; Douglas Silva Domingues; Alexandre Rossi Paschoal (Briefings Bioinform., 2019)

HiCoRe: Visual Hierarchical Context-Reasoning. - Pedro Henrique Bugatti; Priscila T. M. Saito; Larry S. Davis (CoRR, 2019)

Classification of texture based on Bag-of-Visual-Words through complex networks. - Geovana V. L. de Lima; Priscila T. M. Saito; Fabrício Martins Lopes; Pedro Henrique Bugatti (Expert Syst. Appl., 2019)

Breast cancer diagnosis through active learning in content-based image retrieval. - Rafael Staiger Bressan; Pedro Henrique Bugatti; Priscila T. M. Saito (Neurocomputing, 2019)

Exploring Active Learning Based on Representativeness and Uncertainty for Biomedical Data Classification. - Rafael Staiger Bressan; Guilherme Camargo; Pedro Henrique Bugatti; Priscila Tiemi Maeda Saito (IEEE J. Biomed. Health Informatics, 2019)

DeepCloud: An Investigation of Geostationary Satellite Imagery Frame Interpolation for Improved Temporal Resolution. - Luigi Freitas Cruz; Priscila Tiemi Maeda Saito; Pedro Henrique Bugatti (ICAISC (1), 2020)

Automatic Visual Quality Assessment of Biscuits Using Machine Learning. - Mardlla de Sousa Silva; Luigi Freitas Cruz; Pedro Henrique Bugatti; Priscila Tiemi Maeda Saito (ICAISC (2), 2020)

Contextual Image Classification Through Fine-Tuned Graph Neural Networks. - Walacy S. Campos; Luis G. Souza; Priscila T. M. Saito; Pedro Henrique Bugatti (ICAISC (2), 2021)

Active Learning Strategies and Convolutional Neural Networks forMammogram Classification. - João Marcelo Tozato; Pedro Henrique Bugatti; Priscila Tiemi Maeda Saito (ICAISC (2), 2021)

Video Action Classification through Graph Convolutional Networks. - Felipe F. Costa; Priscila T. M. Saito; Pedro Henrique Bugatti (VISIGRAPP (4: VISAPP), 2021)

TERL: classification of transposable elements by convolutional neural networks. - Murilo Horacio Pereira da Cruz; Douglas Silva Domingues; Priscila Tiemi Maeda Saito; Alexandre Rossi Paschoal; Pedro Henrique Bugatti (Briefings Bioinform., 2021)

Assessing Active Learning Strategies to Improve the Quality Control of the Soybean Seed Vigor. - Douglas Felipe Pereira; Pedro Henrique Bugatti; Fabrício Martins Lopes; André Luis Siqueira Marques de Souza; Priscila Tiemi Maeda Saito (IEEE Trans. Ind. Electron., 2021)

Assessment of Semi-supervised Approaches Applied to Convolutional Neural Networks. - Cristiano N. de O. Bassani; Priscila T. M. Saito; Pedro Henrique Bugatti (ICAISC (2), 2022)

Classification of Skin Lesion through Active Learning Strategies. - Lucas G. Batista; Pedro Henrique Bugatti; Priscila T. M. Saito (Comput. Methods Programs Biomed., 2022)

Pedestrian traffic lights and crosswalk identification. - Ronaldo S. Moura; Silvio Ricardo Rodrigues Sanches; Pedro Henrique Bugatti; Priscila T. M. Saito (Multim. Tools Appl., 2022)

Method for selecting representative videos for change detection datasets. - Claudinei M. Silva; Katharina A. I. Rosa; Pedro Henrique Bugatti; Priscila T. M. Saito; Cléber Gimenez Corrêa; Roberto Sadao Yokoyama; Silvio Ricardo Rodrigues Sanches (Multim. Tools Appl., 2022)

Image Classification Through Graph Neural Networks and Random Walks. - William S. M. Silva; Priscila T. M. Saito; Pedro Henrique Bugatti (ICAISC (1), 2023)

Classification of Cardiac Arrhythmias Using 1D and 2D Convolutional Neural Networks. - Ana L. Franco; Cristiano M. Agulhari; Pedro Henrique Bugatti; Priscila T. M. Saito (ICAISC (3), 2024)

Combining Audio and Image Sequence for Video Moment Retrieval by Natural Language. - Luis G. Souza; Silvio Ricardo Rodrigues Sanches; Pedro Henrique Bugatti; Priscila T. M. Saito (ICAISC (2), 2024)

Soybean seed vigor classification through an effective image learning-based approach. - Marcelo Souza; William C. Horikoshi; Priscila T. M. Saito; Pedro Henrique Bugatti (Multim. Tools Appl., 2024)

Automatic generation of difficulty maps for datasets using neural network. - Silvio Ricardo Rodrigues Sanches; Elton Custódio Junior; Cléber Gimenez Corrêa; Claiton de Oliveira; Valdinei Freire; Priscila Tiemi Maeda Saito; Pedro Henrique Bugatti (Multim. Tools Appl., 2024)