Content-Based Retrieval of Medical Images by Continuous Feature Selection. - Pedro Henrique Bugatti; Marcela Xavier Ribeiro; Agma Juci Machado Traina; Caetano Traina Jr. (CBMS, 2008)

A new method to efficiently reduce histogram dimensionality. - Pedro Henrique Bugatti; Agma J. M. Traina; Joaquim Cezar Felipe; Caetano Traina (Computer-Aided Diagnosis, 2008)

Assessing the best integration between distance-function and image-feature to answer similarity queries. - Pedro Henrique Bugatti; Agma J. M. Traina; Caetano Traina Jr. (SAC, 2008)

Improving CBIR using feature extraction based on wavelet transform. - Carolina W. da Silva; Pedro Henrique Bugatti; Marcela X. Ribeiro; Caetano Traina Jr.; Agma J. M. Traina (WebMedia, 2008)

Content-based retrieval of medical images: From context to perception. - Pedro Henrique Bugatti; Marcelo Ponciano-Silva; Agma J. M. Traina; Caetano Traina Jr.; Paulo M. Azevedo-Marques (CBMS, 2009)

Incorporating Metric Access Methods for Similarity Searching on Oracle Database. - Daniel S. Kaster; Pedro Henrique Bugatti; Agma J. M. Traina; Caetano Traina Jr. (SBBD, 2009)

Supporting content-based image retrieval and computer-aided diagnosis systems with association rule-based techniques. - Marcela Xavier Ribeiro; Pedro Henrique Bugatti; Caetano Traina Jr.; Paulo M. Azevedo-Marques; Natalia Abdala Rosa; Agma J. M. Traina (Data Knowl. Eng., 2009)

FMI-SiR: A Flexible and Efficient Module for Similarity Searching on Oracle Database. - Daniel S. Kaster; Pedro Henrique Bugatti; Agma J. M. Traina; Caetano Traina Jr. (J. Inf. Data Manag., 2010)

Improving content-based retrieval of medical images through dynamic distance on relevance feedback. - Pedro Henrique Bugatti; Agma J. M. Traina; Caetano Traina Jr. (CBMS, 2011)

Feature Selection Guided by Perception in Medical CBIR Systems. - Pedro Henrique Bugatti; Marcela X. Ribeiro; Agma J. M. Traina; Caetano Traina Jr. (HISB, 2011)

MedFMI-SiR: A Powerful DBMS Solution for Large-Scale Medical Image Retrieval. - Daniel S. Kaster; Pedro Henrique Bugatti; Marcelo Ponciano-Silva; Agma J. M. Traina; Paulo M. Azevedo-Marques; Antonio Carlos dos Santos; Caetano Traina Jr. (ITBAM, 2011)

Integrating user profile in medical CBIR systems to answer perceptual similarity queries. - Pedro Henrique Bugatti; Daniel S. Kaster; Marcelo Ponciano-Silva; Agma J. M. Traina; Caetano Traina Jr. (Computer-Aided Diagnosis, 2011)

Content-based image retrieval aimed at reaching user's perception. - Pedro Henrique Bugatti (2012)

Does a CBIR system really impact decisions of physicians in a clinical environment? - Marcelo Ponciano-Silva; Juliana P. Souza; Pedro Henrique Bugatti; Marcos Vinicius Naves Bedo; Daniel S. Kaster; Rosana T. V. Braga; Angela D. Bellucci; Paulo M. Azevedo-Marques; Caetano Traina Jr.; Agma J. M. Traina (CBMS, 2013)

Combining Texture and Shape Descriptors for Bioimages Classification: A Case of Study in ImageCLEF Dataset. - Anderson Brilhador; Thiago P. Colonhezi; Pedro Henrique Bugatti; Fabrício Martins Lopes (CIARP (1), 2013)

A Differential Method for Representing Spinal MRI for Perceptual-CBIR. - Marcelo Ponciano-Silva; Pedro Henrique Bugatti; Rafael Menezes-Reis; Paulo M. Azevedo-Marques; Marcello H. Nogueira-Barbosa; Caetano Traina Jr.; Agma Juci Machado Traina (CIARP (1), 2013)

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)

PRoSPer: Perceptual similarity queries in medical CBIR systems through user profiles. - Pedro Henrique Bugatti; Daniel S. Kaster; Marcelo Ponciano-Silva; Caetano Traina Jr.; Paulo M. Azevedo-Marques; Agma J. M. Traina (Comput. Biol. Medicine, 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)

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)

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)