Andrea G. C. Bianchi

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 22

Top Topics

Feature Extraction

Shape Reconstruction

Microscope Images

Top Venues

VISIGRAPP (4: VISAPP)

Publications

Pedro Henrique Nascimento Castro, Gabriel Cássia Fortuna, Pedro Silva, Andrea G. C. Bianchi, Gladston Moreira, Eduardo José da S. Luz
Merging Traditional Feature Extraction and Deep Learning for Enhanced Hop Variety Classification: A Comparative Study Using the UFOP-HVD Dataset. BRACIS (2) (2023)
Daniela C. Terra, Adriano Chaves Lisboa, Mariana T. Rezende, Cláudia M. Carneiro, Andrea G. C. Bianchi
Shape-based Features Investigation for Preneoplastic Lesions on Cervical Cancer Diagnosis. VISIGRAPP (4: VISAPP) (2023)
Natália F. de C. Meira, Mateus C. Silva, Andrea G. C. Bianchi, Ricardo A. R. Oliveira
Generating Synthetic Faces for Data Augmentation with StyleGAN2-ADA. ICEIS (1) (2023)
Mateus C. Silva, Andrea G. C. Bianchi, Sérvio P. Ribeiro, Ricardo A. R. Oliveira
Bringing Deep Learning to the Fields and Forests: Leaf Reconstruction and Shape Estimation. SN Comput. Sci. 3 (3) (2022)
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
Mask R-CNN Applied to Quasi-particle Segmentation from the Hybrid Pelletized Sinter (HPS) Process. VISIGRAPP (4: VISAPP) (2022)
Breno N. S. Keller, Mariana T. Rezende, Tales Mota Machado, Saul E. Delabrida, Cláudia M. Carneiro, Andrea G. C. Bianchi
Perceptions on the Use of an Online Tool in the Teaching-learning Process in Microscopy. ICEIS (2) (2022)
Guilherme G. Netto, Bruno N. Coelho, Saul E. Delabrida, Amilton Sinatora, Héctor Azpúrua, Gustavo Pessin, Ricardo A. R. Oliveira, Andrea G. C. Bianchi
Early Defect Detection in Conveyor Belts using Machine Vision. VISIGRAPP (4: VISAPP) (2021)
Mateus C. Silva, Andrea G. C. Bianchi, Sérvio P. Ribeiro, Ricardo A. R. Oliveira
Leaf shape reconstruction and damage estimation using a U-net-based conditional GAN. SAC (2021)
Mateus C. Silva, Jonathan Cristóvão Ferreira da Silva, Saul E. Delabrida, Andrea G. C. Bianchi, Sérvio P. Ribeiro, Jorge Sá Silva, Ricardo A. R. Oliveira
Wearable Edge AI Applications for Ecological Environments. Sensors 21 (15) (2021)
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
A Deep Learning Ensemble Method to Assist Cytopathologists in Pap Test Image Classification. J. Imaging 7 (7) (2021)
Regivaldo Carvalho, Richardson Nascimento, Thiago D'Angelo, Saul E. Delabrida, Andrea G. C. Bianchi, Ricardo Augusto Rabelo Oliveira, Héctor Azpúrua, Luis Guilherme Uzeda Garcia
A UAV-Based Framework for Semi-Automated Thermographic Inspection of Belt Conveyors in the Mining Industry. Sensors 20 (8) (2020)
Daniel Rodrigues Ericeira, Filipe A. S. Rocha, Andrea G. C. Bianchi, Gustavo Pessin
Early Failure Detection of Belt Conveyor Idlers by Means of Ultrasonic Sensing. IJCNN (2020)
Daniel S. Ferreira, Geraldo Luis Bezerra Ramalho, Fátima N. S. de Medeiros, Andrea G. C. Bianchi, Cláudia M. Carneiro, Daniela Mayumi Ushizima
Saliency-Driven System With Deep Learning for Cell Image Classification. ISBI (2019)
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
Saliency-driven system models for cell analysis with deep learning. Comput. Methods Programs Biomed. 182 (2019)
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
An Iterated Local Search-Based Algorithm to Support Cell Nuclei Detection in Pap Smears Test. ICEIS (Revised Selected Papers) (2019)
Romuere R. V. e Silva, Flávio H. D. Araújo, Daniela Mayumi Ushizima, Andrea G. C. Bianchi, Cláudia M. Carneiro, Fátima N. S. de Medeiros
Radial feature descriptors for cell classification and recommendation. J. Vis. Commun. Image Represent. 62 (2019)
Rafael Ferreira Vitor, Breno N. S. Keller, Thiago D'Angelo, Héctor Azpúrua, Andrea G. C. Bianchi, Saul E. Delabrida
Collaborative teleoperation evaluation for drones. IHC (2019)
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
An Iterated Local Search Algorithm for Cell Nuclei Detection from Pap Smear Images. ICEIS (1) (2019)
Thiago D'Angelo, Marina Mendes, Breno N. S. Keller, Rafael Ferreira, Saul E. Delabrida, Ricardo Augusto Rabelo Oliveira, Héctor Azpúrua, Andrea G. C. Bianchi
Deep Learning-Based Object Detection for Digital Inspection in the Mining Industry. ICMLA (2019)
Richardson Nascimento, Regivaldo Carvalho, Saul Emanuel Delabrida, Andrea G. C. Bianchi, Ricardo Augusto Rabelo Oliveira, Luis Guilherme Uzeda Garcia
An Integrated Inspection System for Belt Conveyor Rollers - Advancing in an Enterprise Architecture. ICEIS (2) (2017)
Zhi Lu, Gustavo Carneiro, Andrew P. Bradley, Daniela Ushizima, Masoud S. Nosrati, Andrea G. C. Bianchi, Cláudia M. Carneiro, Ghassan Hamarneh
Evaluation of Three Algorithms for the Segmentation of Overlapping Cervical Cells. IEEE J. Biomed. Health Informatics 21 (2) (2017)
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
A multi-objective approach for calibration and detection of cervical cells nuclei. CEC (2017)