Andrea G. C. Bianchi

According to our database, Andrea G. C. Bianchi authored at least 48 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., September, 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

Proceedings of the 18th International Joint Conference on Computer Vision, 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

Proceedings of the XXII Brazilian Symposium on Human Factors in Computing Systems, 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

Proceedings of the Enterprise Information Systems - 25th International Conference, 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

Proceedings of the 25th International Conference on Enterprise Information Systems, 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

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

Digital Image Processing in the Diagnosis of Cracks in Steel Sheet.

Taynara Martins Gonçalves, Andrea Gomes Campos Bianchi, Glauco F. G. Yared

Proceedings of the 25th International Conference on Enterprise Information Systems, 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

Proceedings of the Enterprise Information Systems - 25th International Conference, 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

Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

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, Andrea G. C. Bianchi, Gladston Moreira, Eduardo José da S. Luz

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

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

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

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

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

Proceedings of the 17th International Joint Conference on Computer Vision, 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

Proceedings of the XII Brazilian Symposium on Computing Systems Engineering, 2022

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

Proceedings of the 24th International Conference on Enterprise Information Systems, 2022

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

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

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

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

Proceedings of the 16th International Joint Conference on Computer Vision, 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

Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 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

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

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

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

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

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

Proceedings of the 15th International Joint Conference on Computer Vision, 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

Proceedings of the 2020 International Joint Conference on Neural Networks, 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

Proceedings of the Enterprise Information Systems - 22nd International Conference, 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

Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

Using Mixed Reality as a Tool to Assist Collaborative Activities in Industrial Context.

Breno N. S. Keller, Andrea Gomes Campos Bianchi, Saul E. Delabrida

Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

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

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

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 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

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 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

Proceedings of the 18th Brazilian Symposium on Human Factors in Computing Systems, 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

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 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

Proceedings of the Enterprise Information Systems - 21st International Conference, 2019

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

Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

2017

Evaluation of Three Algorithms for the Segmentation of Overlapping Cervical Cells.

Zhi Lu, Gustavo Carneiro, Andrew P. Bradley, Daniela Ushizima, Masoud S. Nosrati, Andrea G. C. Bianchi, Cláudia M. Carneiro, Ghassan Hamarneh

IEEE J. Biomed. Health Informatics, 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

Proceedings of the ICEIS 2017, 2017

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

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2015

Vehicle Tracking and Origin-destination Counting System for Urban Environment.

Jean Carlo Mendes, Andrea Gomes Campos Bianchi, Álvaro Rodrigues Pereira Júnior

Proceedings of the VISAPP 2015, 2015

2013

Automated Pap Smear Cell Analysis: Optimizing the Cervix Cytological Examination.

Daniela Mayumi Ushizima, Alessandra H. Gomes, Cláudia M. Carneiro, Andrea Gomes Campos Bianchi

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012

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

2003

Inferring shape evolution.

Andrea Gomes Campos Bianchi, Marinilce F. Dos Santos, Dânia E. Hamassaki Britto, Luciano da Fontoura Costa

Pattern Recognit. Lett., 2003

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

2002

Shape Evolution Using Restoration Forces.

Andrea Gomes Campos Bianchi, Hilary G. E. Hentschel, Luciano da Fontoura Costa

Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2002), 2002

2001

Inferring Shape Evolution.

Luciano da Fontoura Costa, Andrea Gomes Campos

Proceedings of the 14th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2001), 2001

2000

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

Proceedings of the Biologically Motivated Computer Vision, 2000