Barbara Caroline Benato

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Visual Analytics

Label Propagation

Mid Sagittal Plane

Top Venues

Pattern Recognit.

Publications

Leonardo de Melo Joao, Matheus Abrantes Cerqueira, Barbara Caroline Benato, Alexandre Xavier Falcão
Understanding Marker-Based Normalization for FLIM Networks. VISIGRAPP (2): VISAPP (2024)
Barbara Caroline Benato, Alexandre Xavier Falcão, Alexandru Cristian Telea
Linking Data Separation, Visual Separation, and Classifier Performance Using Pseudo-labeling by Contrastive Learning. VISIGRAPP (5: VISAPP) (2023)
Barbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão
Deep feature annotation by iterative meta-pseudo-labeling on 2D projections. Pattern Recognit. 141 (2023)
Barbara Caroline Benato, Alexandre X. Falcão, Alexandru C. Telea
Measuring the quality of projections of high-dimensional labeled data. Comput. Graph. 116 (2023)
Barbara Caroline Benato, Alexandre Xavier Falcão, Alexandru Cristian Telea
Linking data separation, visual separation, and classifier performance using pseudo-labeling by contrastive learning. CoRR (2023)
Barbara Caroline Benato, Jancarlo F. Gomes, Alexandru C. Telea, Alexandre Xavier Falcão
Semi-supervised Deep Learning Based on Label Propagation in a 2D Embedded Space. CIARP (2021)
Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Barbara Caroline Benato, Alexandre Xavier Falcão, João Paulo Papa
Intestinal Parasites Classification Using Deep Belief Networks. CoRR (2021)
Barbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão
Iterative Pseudo-Labeling with Deep Feature Annotation and Confidence-Based Sampling. SIBGRAPI (2021)
Barbara Caroline Benato, Jancarlo F. Gomes, Alexandru C. Telea, Alexandre X. Falcão
Semi-automatic data annotation guided by feature space projection. Pattern Recognit. 109 (2021)
Barbara Caroline Benato, Alexandru C. Telea, Alexandre X. Falcão
Iterative Pseudo-Labeling with Deep Feature Annotation and Confidence-Based Sampling. CoRR (2021)
Barbara Caroline Benato, Jancarlo Ferreira Gomes, Alexandru Cristian Telea, Alexandre Xavier Falcão
Semi-Automatic Data Annotation guided by Feature Space Projection. CoRR (2020)
Barbara Caroline Benato, Jancarlo Ferreira Gomes, Alexandru Cristian Telea, Alexandre Xavier Falcão
Semi-supervised deep learning based on label propagation in a 2D embedded space. CoRR (2020)
Barbara Caroline Benato, Italos Estilon de Souza, Felipe L. Galvão, Alexandre X. Falcão
Convolutional Neural Networks from Image Markers. CoRR (2020)
Mateus Roder, Leandro A. Passos, Luiz Carlos Felix Ribeiro, Barbara Caroline Benato, Alexandre Xavier Falcão, João Paulo Papa
Intestinal Parasites Classification Using Deep Belief Networks. ICAISC (1) (2020)
Italos Estilon de Souza, Barbara Caroline Benato, Alexandre Xavier Falcão
Feature Learning from Image Markers for Object Delineation. SIBGRAPI (2020)
Samuel Botter Martins, Barbara Caroline Benato, Bruna Ferreira Silva, Clarissa Lyn Yasuda, Alexandre Xavier Falcão
Modeling normal brain asymmetry in MR images applied to anomaly detection without segmentation and data annotation. Medical Imaging: Computer-Aided Diagnosis (2019)
Alan Zanoni Peixinho, Barbara Caroline Benato, Luis Gustavo Nonato, Alexandre Xavier Falcão
Delaunay Triangulation Data Augmentation Guided by Visual Analytics for Deep Learning. SIBGRAPI (2018)
Barbara Caroline Benato, Alexandru Cristian Telea, Alexandre Xavier Falcão
Semi-Supervised Learning with Interactive Label Propagation Guided by Feature Space Projections. SIBGRAPI (2018)