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ORCIDAndrea G. C. Bianchi
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2020 – today
- 2023
[j15]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:
Segmentation of cervical nuclei using convolutional neural network for conventional cytology. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(5): 1876-1888 (2023)- [c32]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: 307-322 - [c31]Flávio Wellb Cardoso, Mateus Coelho Silva, Natália F. de C. Meira, Ricardo Augusto Rabelo Oliveira, Andrea Gomes Campos Bianchi:
Towards a Novel Edge AI System for Particle Size Detection in Mineral Processing Plants. ICEIS (1) 2023: 312-323 - [c30]Mateus Coelho Silva, Breno Henrique Felisberto, Mateus Caldeira Batista, Andrea Gomes Campos Bianchi, Sérvio Pontes Ribeiro, Ricardo Augusto Rabelo Oliveira:
An Automatic Ant Counting and Distribution Estimation System Using Convolutional Neural Networks. ICEIS (1) 2023: 547-554 - [c29]Taynara Martins Gonçalves, Andrea Gomes Campos Bianchi, Glauco F. G. Yared:
Digital Image Processing in the Diagnosis of Cracks in Steel Sheet. ICEIS (1) 2023: 623-629 - [c28]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: 649-655 - [c27]Laura Martins Da Costa Coura Marinho, Andrea Gomes Campos Bianchi, Saul E. Delabrida:
Towards a tool for identification of emotions and integration with serious game learning. IHC 2023: 26:1-26:10 - [c26]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: 506-513 - 2022
- [j14]Emerson Klippel, Andrea Gomes Campos Bianchi, Saul E. Delabrida, Mateus Coelho Silva, Charles Tim Batista Garrocho, Vinicius da Silva Moreira, Ricardo Augusto Rabelo Oliveira:
Deep Learning Approach at the Edge to Detect Iron Ore Type. Sensors 22(1): 169 (2022) - [j13]Mateus C. Silva, Andrea G. C. Bianchi, Sérvio Pontes Ribeiro, Ricardo A. R. Oliveira:
Bringing Deep Learning to the Fields and Forests: Leaf Reconstruction and Shape Estimation. SN Comput. Sci. 3(3): 195 (2022) - [j12]Emerson Klippel, Ricardo Augusto Rabelo Oliveira, Dmitry Maslov, Andrea Gomes Campos Bianchi, Saul Emanuel Delabrida, Charles Tim Batista Garrocho:
Embedded Edge Artificial Intelligence for Longitudinal Rip Detection in Conveyor Belt Applied at the Industrial Mining Environment. SN Comput. Sci. 3(4): 280 (2022) - [c25]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: 325-331 - [c24]Mateus Coelho Silva, Andrea Gomes Campos Bianchi, Ricardo Augusto Rabelo Oliveira, Sérvio Pontes Ribeiro:
Designing a Multiple-User Wearable Edge AI system towards Human Activity Recognition. SBESC 2022: 1-8 - [c23]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: 462-469 - 2021
- [j11]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:
An ensemble method for nuclei detection of overlapping cervical cells. Expert Syst. Appl. 185: 115642 (2021) - [j10]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): 111 (2021) - [j9]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:
Wearable Edge AI Applications for Ecological Environments. Sensors 21(15): 5082 (2021) - [c22]Mateus Coelho Silva, Sérvio Pontes Ribeiro, Andrea Gomes Campos Bianchi, Ricardo Augusto Rabelo Oliveira:
An Improved Deep Learning Application for Leaf Shape Reconstruction and Damage Estimation. ICEIS (1) 2021: 484-495 - [c21]Emerson Klippel, Ricardo Augusto Rabelo Oliveira, Dmitry Maslov, Andrea Gomes Campos Bianchi, Saul Emanuel Delabrida Silva, Charles Tim Batista Garrocho:
Embedded Edge Artificial Intelligence for Longitudinal Rip Detection in Conveyor Belt Applied at the Industrial Mining Environment. ICEIS (1) 2021: 496-505 - [c20]Thiago Nicoli de Abreu, Andrea Gomes Campos Bianchi, Saul Emanuel Delabrida Silva:
Application of Machine Learning Methods to Improve of the Roller Press Performance in the Pelletizing Process. ICEIS (1) 2021: 677-684 - [c19]Mateus C. Silva, Andrea G. C. Bianchi, Sérvio Pontes Ribeiro, Ricardo A. R. Oliveira:
Leaf shape reconstruction and damage estimation using a U-net-based conditional GAN. SAC 2021: 1106-1109 - [c18]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: 303-310 - 2020
- [j8]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): 2243 (2020) - [c17]Fernanda M. Ribeiro, Álvaro R. Pereira Jr., Débora Maria Barroso Paiva, Luciana M. Alves, Andrea Gomes Campos Bianchi:
Extraction of Speech Features and Alignment to Detect Early Dyslexia Evidences. ICEIS (Revised Selected Papers) 2020: 317-335 - [c16]Breno N. S. Keller, Andrea Gomes Campos Bianchi, Saul E. Delabrida:
Using Mixed Reality as a Tool to Assist Collaborative Activities in Industrial Context. ICEIS (2) 2020: 599-605 - [c15]Fernanda M. Ribeiro, Álvaro R. Pereira Jr., Débora Maria Barroso Paiva, Luciana M. Alves, Andrea Gomes Campos Bianchi:
Early Dyslexia Evidences using Speech Features. ICEIS (1) 2020: 640-647 - [c14]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: 1-8 - [c13]Douglas Wender A. Isidoro, Cláudia M. Carneiro, Mariana T. Resende, Fátima N. S. de Medeiros, Daniela M. Ushizima, Andrea Gomes Campos Bianchi:
Automatic Classification of Cervical Cell Patches based on Non-geometric Characteristics. VISIGRAPP (5: VISAPP) 2020: 845-852
2010 – 2019
- 2019
- [j7]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:
Deep learning for cell image segmentation and ranking. Comput. Medical Imaging Graph. 72: 13-21 (2019) - [j6]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) - [j5]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: 105-116 (2019) - [c12]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: 78-96 - [c11]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: 319-327 - [c10]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: 633-640 - [c9]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: 18:1-18:11 - [c8]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: 1284-1287 - 2017
- [j4]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): 441-450 (2017) - [c7]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: 2321-2327 - [c6]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: 190-200 - 2015
- [c5]Jean Carlo Mendes, Andrea Gomes Campos Bianchi, Álvaro Rodrigues Pereira Júnior:
Vehicle Tracking and Origin-destination Counting System for Urban Environment. VISAPP (3) 2015: 600-607 - 2013
- [c4]Daniela Mayumi Ushizima, Alessandra H. Gomes, Cláudia M. Carneiro, Andrea Gomes Campos Bianchi:
Automated Pap Smear Cell Analysis: Optimizing the Cervix Cytological Examination. ICMLA (2) 2013: 441-444 - 2012
- [j3]Daniela Mayumi Ushizima, Dmitriy Morozov, Gunther H. Weber, Andrea Gomes Campos Bianchi, James A. Sethian, E. Wes Bethel:
Augmented Topological Descriptors of Pore Networks for Material Science. IEEE Trans. Vis. Comput. Graph. 18(12): 2041-2050 (2012)
2000 – 2009
- 2003
- [j2]Leandro Farias Estrozi, Luiz Gonzaga Rios-Filho, Andrea Gomes Campos Bianchi, Roberto Marcondes Cesar Jr., Luciano da Fontoura Costa:
1D and 2D Fourier-based approaches to numeric curvature estimation and their comparative performance assessment. Digit. Signal Process. 13(1): 172-197 (2003) - [j1]Andrea Gomes Campos Bianchi, Marinilce F. Dos Santos, Dânia E. Hamassaki Britto, Luciano da Fontoura Costa:
Inferring shape evolution. Pattern Recognit. Lett. 24(7): 1005-1014 (2003) - 2002
- [c3]Andrea Gomes Campos Bianchi, Hilary G. E. Hentschel, Luciano da Fontoura Costa:
Shape Evolution Using Restoration Forces. SIBGRAPI 2002: 423 - 2001
- [c2]Luciano da Fontoura Costa, Andrea Gomes Campos:
Inferring Shape Evolution. SIBGRAPI 2001: 354-361 - 2000
- [c1]Luciano da Fontoura Costa, Andrea Gomes Campos, Leandro Farias Estrozi, Luiz Gonzaga Rios-Filho, Alejandra Bosco:
A Biologically-Motivated Approach to Image Representation and Its Application to Neuromorphology. Biologically Motivated Computer Vision 2000: 407-416
Coauthor Index
aka: Fátima Nelsizeuma Sombra de Medeiros
aka: Ricardo Augusto Rabelo Oliveira
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