Priscila T. M. Saito

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Cancer Diagnosis

Image Classification

Active Learning

Top Venues

Multim. Tools Appl.

Publications

Marcelo Souza, William C. Horikoshi, Priscila T. M. Saito, Pedro Henrique Bugatti
Soybean seed vigor classification through an effective image learning-based approach. Multim. Tools Appl. 83 (5) (2024)
William S. M. Silva, Priscila T. M. Saito, Pedro Henrique Bugatti
Image Classification Through Graph Neural Networks and Random Walks. ICAISC (1) (2023)
Claudinei M. Silva, Katharina A. I. Rosa, Pedro Henrique Bugatti, Priscila T. M. Saito, Cléber Gimenez Corrêa, Roberto Sadao Yokoyama, Silvio Ricardo Rodrigues Sanches
Method for selecting representative videos for change detection datasets. Multim. Tools Appl. 81 (3) (2022)
Lucas G. Batista, Pedro Henrique Bugatti, Priscila T. M. Saito
Classification of Skin Lesion through Active Learning Strategies. Comput. Methods Programs Biomed. 226 (2022)
Ronaldo S. Moura, Silvio Ricardo Rodrigues Sanches, Pedro Henrique Bugatti, Priscila T. M. Saito
Pedestrian traffic lights and crosswalk identification. Multim. Tools Appl. 81 (12) (2022)
Felipe F. Costa, Priscila T. M. Saito, Pedro Henrique Bugatti
Video Action Classification through Graph Convolutional Networks. VISIGRAPP (4: VISAPP) (2021)
Walacy S. Campos, Luis G. Souza, Priscila T. M. Saito, Pedro Henrique Bugatti
Contextual Image Classification Through Fine-Tuned Graph Neural Networks. ICAISC (2) (2021)
Lucas de O. Alves, Luigi F. Cruz, Priscila T. M. Saito, Pedro Henrique Bugatti
Towards Practical Computer Vision in Teaching and Learning of Image Processing Theories. FIE (2019)
Douglas Felipe Pereira, Pedro Henrique Bugatti, Fabrício Martins Lopes, André Luis Siqueira Marques de Souza, Priscila T. M. Saito
An Intelligent System to Enhance the Productivity and Sustainability in Soybean Crop Enterprises. SBSI (2019)
Pedro Henrique Bugatti, Priscila T. M. Saito, Larry S. Davis
HiCoRe: Visual Hierarchical Context-Reasoning. CoRR (2019)
Murilo Horacio Pereira da Cruz, Priscila T. M. Saito, Alexandre Rossi Paschoal, Pedro Henrique Bugatti
Classification of Transposable Elements by Convolutional Neural Networks. ICAISC (2) (2019)
Lucas M. Valério, Daniel H. A. Alves, Luigi F. Cruz, Pedro Henrique Bugatti, Claiton de Oliveira, Priscila T. M. Saito
DeepMammo: Deep Transfer Learning for Lesion Classification of Mammographic Images. CBMS (2019)
Rafael Staiger Bressan, Pedro Henrique Bugatti, Priscila T. M. Saito
Breast cancer diagnosis through active learning in content-based image retrieval. Neurocomputing 357 (2019)
Geovana V. L. de Lima, Priscila T. M. Saito, Fabrício Martins Lopes, Pedro Henrique Bugatti
Classification of texture based on Bag-of-Visual-Words through complex networks. Expert Syst. Appl. 133 (2019)
Rafael Staiger Bressan, Daniel H. A. Alves, Lucas M. Valério, Pedro Henrique Bugatti, Priscila T. M. Saito
DOCToR: The Role of Deep Features in Content-Based Mammographic Image Retrieval. CBMS (2018)
Daniel H. A. Alves, Luís F. Galonetti, Claiton de Oliveira, Pedro Henrique Bugatti, Priscila T. M. Saito
Going Deeper on BioImages Classification: A Plant Leaf Dataset Case Study. CIARP (2017)
Douglas Felipe Pereira, Priscila T. M. Saito, Pedro Henrique Bugatti
An image analysis framework for effective classification of seed damages. SAC (2016)
Reginaldo Rocha, Priscila T. M. Saito, Pedro Henrique Bugatti
Exploiting Evolutionary Approaches for Content-Based Medical Image Retrieval. CBMS (2015)
Priscila T. M. Saito, Celso T. N. Suzuki, Jancarlo F. Gomes, Pedro Jussieu de Rezende, Alexandre X. Falcão
Robust active learning for the diagnosis of parasites. Pattern Recognit. 48 (11) (2015)
Reginaldo Rocha, Priscila T. M. Saito, Pedro Henrique Bugatti
A Novel Framework for Content-Based Image Retrieval Through Relevance Feedback Optimization. CIARP (2015)
Geovana V. L. de Lima, Thullyo R. Castilho, Pedro Henrique Bugatti, Priscila T. M. Saito, Fabrício Martins Lopes
A Complex Network-Based Approach to the Analysis and Classification of Images. CIARP (2015)
Priscila T. M. Saito, Pedro J. de Rezende, Alexandre X. Falcão, Celso T. N. Suzuki, Jancarlo F. Gomes
An active learning paradigm based on a priori data reduction and organization. Expert Syst. Appl. 41 (14) (2014)
Marcus G. F. Santanna, Priscila T. M. Saito, Pedro Henrique Bugatti
Content-based image retrieval towards the automatic characterization of soybean seed vigor. SAC (2014)
John E. Vargas, Priscila T. M. Saito, Alexandre X. Falcão, Pedro Jussieu de Rezende, Jefersson Alex dos Santos
Superpixel-Based Interactive Classification of Very High Resolution Images. SIBGRAPI (2014)
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
Active Semi-supervised Learning Using Optimum-Path Forest. ICPR (2014)
Priscila T. M. Saito, Pedro J. de Rezende, Alexandre X. Falcão, Celso T. N. Suzuki, Jancarlo F. Gomes
A data reduction and organization approach for efficient image annotation. SAC (2013)