A Biologically-Motivated Approach to Image Representation and Its Application to Neuromorphology. - Luciano da Fontoura Costa; Andrea Gomes Campos; Leandro Farias Estrozi; Luiz Gonzaga Rios-Filho; Alejandra Bosco (Biologically Motivated Computer Vision, 2000)

Inferring Shape Evolution. - Luciano da Fontoura Costa; Andrea Gomes Campos (SIBGRAPI, 2001)

Shape Evolution Using Restoration Forces. - Andrea Gomes Campos Bianchi; Hilary G. E. Hentschel; Luciano da Fontoura Costa (SIBGRAPI, 2002)

1D and 2D Fourier-based approaches to numeric curvature estimation and their comparative performance assessment. - Leandro Farias Estrozi; Luiz Gonzaga Rios-Filho; Andrea Gomes Campos Bianchi; Roberto Marcondes Cesar Jr.; Luciano da Fontoura Costa (Digit. Signal Process., 2003)

Inferring shape evolution. - Andrea Gomes Campos Bianchi; Marinilce F. Dos Santos; Dânia E. Hamassaki Britto; Luciano da Fontoura Costa (Pattern Recognit. Lett., 2003)

Augmented Topological Descriptors of Pore Networks for Material Science. - Daniela Mayumi Ushizima; Dmitriy Morozov; Gunther H. Weber; Andrea Gomes Campos Bianchi; James A. Sethian; E. Wes Bethel (IEEE Trans. Vis. Comput. Graph., 2012)

Automated Pap Smear Cell Analysis: Optimizing the Cervix Cytological Examination. - Daniela Mayumi Ushizima; Alessandra H. Gomes; Cláudia M. Carneiro; Andrea Gomes Campos Bianchi (ICMLA (2), 2013)

Vehicle Tracking and Origin-destination Counting System for Urban Environment. - Jean Carlo Mendes; Andrea Gomes Campos Bianchi; Álvaro Rodrigues Pereira Júnior (VISAPP (3), 2015)

A multi-objective approach for calibration and detection of cervical cells nuclei. - Paulo H. C. Oliveira; Gladston Moreira; Daniela Mayumi Ushizima; Cláudia M. Carneiro; Fátima N. S. de Medeiros; Flávio Henrique Duarte de Araújo; Romuere R. V. e Silva; Andrea G. C. Bianchi (CEC, 2017)

An Integrated Inspection System for Belt Conveyor Rollers - Advancing in an Enterprise Architecture. - Richardson Nascimento; Regivaldo Carvalho; Saul Emanuel Delabrida; Andrea G. C. Bianchi; Ricardo Augusto Rabelo Oliveira; Luis Guilherme Uzeda Garcia (ICEIS (2), 2017)

Evaluation of Three Algorithms for the Segmentation of Overlapping Cervical Cells. - Zhi Lu; Gustavo Carneiro 001; Andrew P. Bradley; Daniela Ushizima; Masoud S. Nosrati; Andrea G. C. Bianchi; Cláudia M. Carneiro; Ghassan Hamarneh (IEEE J. Biomed. Health Informatics, 2017)

An Iterated Local Search Algorithm for Cell Nuclei Detection from Pap Smear Images. - Débora Nasser Diniz; Marcone J. F. Souza; Cláudia M. Carneiro; Daniela Mayumi Ushizima; Fátima Nelsizeuma Sombra de Medeiros; Paulo H. C. Oliveira; Andrea G. C. Bianchi (ICEIS (1), 2019)

An Iterated Local Search-Based Algorithm to Support Cell Nuclei Detection in Pap Smears Test. - Débora Nasser Diniz; Marcone J. F. Souza; Cláudia M. Carneiro; Daniela M. Ushizima; Fátima N. S. de Medeiros; Paulo H. C. Oliveira; Andrea G. C. Bianchi (ICEIS (Revised Selected Papers), 2019)

Deep Learning-Based Object Detection for Digital Inspection in the Mining Industry. - Thiago D'Angelo; Marina Mendes; Breno N. S. Keller; Rafael Ferreira; Saul E. Delabrida; Ricardo Augusto Rabelo Oliveira; Héctor Azpúrua; Andrea G. C. Bianchi (ICMLA, 2019)

Collaborative teleoperation evaluation for drones. - Rafael Ferreira Vitor; Breno N. S. Keller; Thiago D'Angelo; Héctor Azpúrua; Andrea G. C. Bianchi; Saul E. Delabrida (IHC, 2019)

Saliency-Driven System With Deep Learning for Cell Image Classification. - Daniel S. Ferreira; Geraldo Luis Bezerra Ramalho; Fátima N. S. de Medeiros; Andrea G. C. Bianchi; Cláudia M. Carneiro; Daniela Mayumi Ushizima (ISBI, 2019)

Deep learning for cell image segmentation and ranking. - Flávio H. D. Araújo; Romuere Rôdrigues Veloso e Silva; Daniela Mayumi Ushizima; Mariana T. Rezende; Cláudia M. Carneiro; Andrea Gomes Campos Bianchi; Fátima N. S. de Medeiros (Comput. Medical Imaging Graph., 2019)

Saliency-driven system models for cell analysis with deep learning. - Daniel S. Ferreira; Geraldo L. B. Ramalho; Débora Torres; Alessandra H. G. Tobias; Mariana T. Rezende; Fátima N. S. de Medeiros; Andrea G. C. Bianchi; Cláudia M. Carneiro; Daniela M. Ushizima (Comput. Methods Programs Biomed., 2019)

Radial feature descriptors for cell classification and recommendation. - Romuere R. V. e Silva; Flávio H. D. Araújo; Daniela Mayumi Ushizima; Andrea G. C. Bianchi; Cláudia M. Carneiro; Fátima N. S. de Medeiros (J. Vis. Commun. Image Represent., 2019)

Using Mixed Reality as a Tool to Assist Collaborative Activities in Industrial Context. - Breno N. S. Keller; Andrea Gomes Campos Bianchi; Saul E. Delabrida (ICEIS (2), 2020)

Early Dyslexia Evidences using Speech Features. - Fernanda M. Ribeiro; Álvaro R. Pereira Jr.; Débora Maria Barroso Paiva; Luciana M. Alves; Andrea Gomes Campos Bianchi (ICEIS (1), 2020)

Extraction of Speech Features and Alignment to Detect Early Dyslexia Evidences. - Fernanda M. Ribeiro; Álvaro R. Pereira Jr.; Débora Maria Barroso Paiva; Luciana M. Alves; Andrea Gomes Campos Bianchi (ICEIS (Revised Selected Papers), 2020)

Early Failure Detection of Belt Conveyor Idlers by Means of Ultrasonic Sensing. - Daniel Rodrigues Ericeira; Filipe A. S. Rocha; Andrea G. C. Bianchi; Gustavo Pessin (IJCNN, 2020)

Automatic Classification of Cervical Cell Patches based on Non-geometric Characteristics. - Douglas Wender A. Isidoro; Cláudia M. Carneiro; Mariana T. Resende; Fátima N. S. de Medeiros; Daniela M. Ushizima; Andrea Gomes Campos Bianchi (VISIGRAPP (5: VISAPP), 2020)

A UAV-Based Framework for Semi-Automated Thermographic Inspection of Belt Conveyors in the Mining Industry. - Regivaldo Carvalho; Richardson Nascimento; Thiago D'Angelo; Saul E. Delabrida; Andrea G. C. Bianchi; Ricardo Augusto Rabelo Oliveira; Héctor Azpúrua; Luis Guilherme Uzeda Garcia (Sensors, 2020)

Application of Machine Learning Methods to Improve of the Roller Press Performance in the Pelletizing Process. - Thiago Nicoli de Abreu; Andrea Gomes Campos Bianchi; Saul Emanuel Delabrida Silva (ICEIS (1), 2021)

An Improved Deep Learning Application for Leaf Shape Reconstruction and Damage Estimation. - Mateus Coelho Silva; Sérvio Pontes Ribeiro; Andrea Gomes Campos Bianchi; Ricardo Augusto Rabelo Oliveira (ICEIS (1), 2021)

Leaf shape reconstruction and damage estimation using a U-net-based conditional GAN. - Mateus C. Silva; Andrea G. C. Bianchi; Sérvio Pontes Ribeiro; Ricardo A. R. Oliveira (SAC, 2021)

Early Defect Detection in Conveyor Belts using Machine Vision. - Guilherme G. Netto; Bruno N. Coelho; Saul E. Delabrida; Amilton Sinatora; Héctor Azpúrua; Gustavo Pessin; Ricardo A. R. Oliveira; Andrea G. C. Bianchi (VISIGRAPP (4: VISAPP), 2021)

An ensemble method for nuclei detection of overlapping cervical cells. - Débora Nasser Diniz; Rafael Ferreira Vitor; Andrea Gomes Campos Bianchi; Saul E. Delabrida; Cláudia M. Carneiro; Daniela Mayumi Ushizima; Fátima Nelsizeuma Sombra de Medeiros; Marcone Jamilson Freitas Souza (Expert Syst. Appl., 2021)

A Deep Learning Ensemble Method to Assist Cytopathologists in Pap Test Image Classification. - Débora Nasser Diniz; Mariana T. Rezende; Andrea G. C. Bianchi; Cláudia M. Carneiro; Eduardo José da Silva Luz; Gladston J. P. Moreira; Daniela M. Ushizima; Fátima N. S. de Medeiros; Marcone J. F. Souza (J. Imaging, 2021)

Wearable Edge AI Applications for Ecological Environments. - Mateus C. Silva; Jonathan Cristóvão Ferreira da Silva; Saul E. Delabrida; Andrea G. C. Bianchi; Sérvio Pontes Ribeiro; Jorge Sá Silva; Ricardo A. R. Oliveira (Sensors, 2021)

Perceptions on the Use of an Online Tool in the Teaching-learning Process in Microscopy. - Breno N. S. Keller; Mariana T. Rezende; Tales Mota Machado; Saul E. Delabrida; Cláudia M. Carneiro; Andrea G. C. Bianchi (ICEIS (2), 2022)

Designing a Multiple-User Wearable Edge AI system towards Human Activity Recognition. - Mateus Coelho Silva; Andrea Gomes Campos Bianchi; Ricardo Augusto Rabelo Oliveira; Sérvio Pontes Ribeiro (SBESC, 2022)

Mask R-CNN Applied to Quasi-particle Segmentation from the Hybrid Pelletized Sinter (HPS) Process. - Natália F. de C. Meira; Mateus C. Silva; Andrea G. C. Bianchi; Cláudio B. Vieira; Alinne Souza; Efrem Ribeiro; Roberto O. Junior; Ricardo A. R. Oliveira (VISIGRAPP (4: VISAPP), 2022)

Deep Learning Approach at the Edge to Detect Iron Ore Type. - Emerson Klippel; Andrea Gomes Campos Bianchi; Saul E. Delabrida; Mateus Coelho Silva; Charles Tim Batista Garrocho; Vinicius da Silva Moreira; Ricardo Augusto Rabelo Oliveira (Sensors, 2022)

Embedded Edge Artificial Intelligence for Longitudinal Rip Detection in Conveyor Belt Applied at the Industrial Mining Environment. - Emerson Klippel; Ricardo Augusto Rabelo Oliveira; Dmitry Maslov; Andrea Gomes Campos Bianchi; Saul Emanuel Delabrida; Charles Tim Batista Garrocho (SN Comput. Sci., 2022)

Bringing Deep Learning to the Fields and Forests: Leaf Reconstruction and Shape Estimation. - Mateus C. Silva; Andrea G. C. Bianchi; Sérvio Pontes Ribeiro; Ricardo A. R. Oliveira (SN Comput. Sci., 2022)

Merging Traditional Feature Extraction and Deep Learning for Enhanced Hop Variety Classification: A Comparative Study Using the UFOP-HVD Dataset. - Pedro Henrique Nascimento Castro; Gabriel Cássia Fortuna; Pedro Silva 004; Andrea G. C. Bianchi; Gladston Moreira; Eduardo José da S. Luz (BRACIS (2), 2023)

Towards a Novel Edge AI System for Particle Size Detection in Mineral Processing Plants. - Flávio Wellb Cardoso; Mateus Coelho Silva; Natália F. de C. Meira; Ricardo Augusto Rabelo Oliveira; Andrea Gomes Campos Bianchi (ICEIS (1), 2023)

Advancing Particle Size Detection in Mineral Processing: Exploring Edge AI Solutions. - Flávio Wellb Cardoso; Mateus Coelho Silva; Natália F. de C. Meira; Ricardo Augusto Rabelo Oliveira; Andrea Gomes Campos Bianchi (ICEIS (Revised Selected Papers 1), 2023)

Digital Image Processing in the Diagnosis of Cracks in Steel Sheet. - Taynara Martins Gonçalves; Andrea Gomes Campos Bianchi; Glauco F. G. Yared (ICEIS (1), 2023)

Generating Synthetic Faces for Data Augmentation with StyleGAN2-ADA. - Natália F. de C. Meira; Mateus C. Silva; Andrea G. C. Bianchi; Ricardo A. R. Oliveira (ICEIS (1), 2023)

An Automatic Ant Counting and Distribution Estimation System Using Convolutional Neural Networks. - Mateus Coelho Silva; Breno Henrique Felisberto; Mateus Caldeira Batista; Andrea Gomes Campos Bianchi; Sérvio Pontes Ribeiro; Ricardo Augusto Rabelo Oliveira (ICEIS (1), 2023)

Expanding the Capacities of a CNN-Based Ant Counting and Density Estimation Application. - Mateus Coelho Silva; Breno Henrique Felisberto; Mateus Caldeira Batista; Andrea Gomes Campos Bianchi; Sérvio Pontes Ribeiro; Ricardo Augusto Rabelo Oliveira (ICEIS (Revised Selected Papers 1), 2023)

Towards a tool for identification of emotions and integration with serious game learning. - Laura Martins Da Costa Coura Marinho; Andrea Gomes Campos Bianchi; Saul E. Delabrida (IHC, 2023)

Shape-based Features Investigation for Preneoplastic Lesions on Cervical Cancer Diagnosis. - Daniela C. Terra; Adriano Chaves Lisboa; Mariana T. Rezende; Cláudia M. Carneiro; Andrea G. C. Bianchi (VISIGRAPP (4: VISAPP), 2023)

Segmentation of cervical nuclei using convolutional neural network for conventional cytology. - Júlia Beatriz A. Teixeira; Mariana T. Rezende; Débora Nasser Diniz; Cláudia M. Carneiro; Eduardo José da Silva Luz; Marcone J. F. Souza; Daniela M. Ushizima; Fátima N. S. de Medeiros; Andrea Gomes Campos Bianchi (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Seleção de Atributos para Predição de Tempo de Manutenção em Vagões Ferroviários: Uma Análise com Métodos de Filtro. - Josemar Coelho Felix; Rodrigo César Pedrosa Silva; Andrea Gomes Campos Bianchi (SBBD, 2024)

Synthetic Data-Driven Object Detection for Rail Transport: YOLO vs RT-DETR in Train Loading Operations. - Thiago Leonardo Maria; Saul E. Delabrida; Andrea Gomes Campos (ICEIS (1), 2025)

Ranking of Visual Attention Spread Improves Trypanosoma Cruzi Detection in Microscopy Videos. - Geovani L. Martins; Daniel S. Ferreira; Cláudia M. Carneiro; Andrea Gomes Campos (ISBI, 2025)

Enhancing Diabetic Foot Ulcer Classification Through Fine-Tuned Multilevel CNN. - Elineide Silva Dos Santos; Rodrigo de Melo Souza Veras; Francisco Das Chagas Torres Dos Santos; Márcia Ito; Andrea Gomes Campos Bianchi; Kelson Rômulo Teixeira Aires; João Manuel R. S. Tavares (IEEE Access, 2025)