Barbara Caroline Benato

According to our database, Barbara Caroline Benato authored at least 13 papers between 2018 and 2024.

Collaborative distances:

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

2024

Understanding Marker-Based Normalization for FLIM Networks.

Leonardo de Melo Joao, Matheus Abrantes Cerqueira, Barbara Caroline Benato, Alexandre Xavier Falcão

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

Measuring the quality of projections of high-dimensional labeled data.

Barbara Caroline Benato, Alexandre X. Falcão, Alexandru C. Telea

Comput. Graph., November, 2023

Deep feature annotation by iterative meta-pseudo-labeling on 2D projections.

Barbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão

Pattern Recognit., September, 2023

Linking Data Separation, Visual Separation, and Classifier Performance Using Pseudo-labeling by Contrastive Learning.

Barbara Caroline Benato, Alexandre Xavier Falcão, Alexandru Cristian Telea

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2021

Semi-automatic data annotation guided by feature space projection.

Barbara Caroline Benato, Jancarlo F. Gomes, Alexandru C. Telea, Alexandre X. Falcão

Pattern Recognit., 2021

Iterative Pseudo-Labeling with Deep Feature Annotation and Confidence-Based Sampling.

Barbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Semi-supervised Deep Learning Based on Label Propagation in a 2D Embedded Space.

Barbara Caroline Benato, Jancarlo F. Gomes, Alexandru C. Telea, Alexandre Xavier Falcão

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

2020

Convolutional Neural Networks from Image Markers.

Barbara Caroline Benato, Italos Estilon de Souza, Felipe L. Galvão, Alexandre X. Falcão

CoRR, 2020

Feature Learning from Image Markers for Object Delineation.

Italos Estilon de Souza, Barbara Caroline Benato, Alexandre Xavier Falcão

Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

Intestinal Parasites Classification Using Deep Belief Networks.

Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Barbara Caroline Benato, Alexandre Xavier Falcão, João Paulo Papa

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019

Modeling normal brain asymmetry in MR images applied to anomaly detection without segmentation and data annotation.

Samuel Botter Martins, Barbara Caroline Benato, Bruna Ferreira Silva, Clarissa Lyn Yasuda, Alexandre Xavier Falcão

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

2018

Delaunay Triangulation Data Augmentation Guided by Visual Analytics for Deep Learning.

Alan Zanoni Peixinho, Barbara Caroline Benato, Luis Gustavo Nonato, Alexandre Xavier Falcão

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Semi-Supervised Learning with Interactive Label Propagation Guided by Feature Space Projections.

Barbara Caroline Benato, Alexandru Cristian Telea, Alexandre Xavier Falcão

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018