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Sandra Avila

Observed names: Avila Sandra, Avila, Sandra, Avila, Sandra Eliza Fontes de, FONTES DE AVILA, Sandra Eliza, S E F Avila, S. Avila, Sandra E. F. de Avila, Sandra E.F. de Avila, Sandra Eliza, Sandra Eliza Fontes Avila, Sandra Eliza Fontes De Avila, Sandra Eliza Fontes de Avila, Sandra de Avila, Sandra Ávila, de Avila, Sandra
Observed institutions: Universidade Federal de Minas Gerais, Pontifícia Universidade Católica do Paraná, Universidade Estadual de Campinas (UNICAMP), Universidade Federal de Sergipe, University of California San Diego, LIP6, Samsung (Brazil), Université Pierre-et-Marie-Curie, Universidade Federal do Paraná, University of Sheffield
ORCID: 0000-0001-9068-938X
Observed ORCID: 0000-0001-9068-938X
OpenAlex ID: A5057680257
VSUMM: A mechanism designed to produce static video summaries and a novel evaluation method
2010 · Sandra Eliza Fontes de Avila, Ana Paula Brandão Lopes, et al. · Pattern Recognition Letters · 693
Grape detection, segmentation, and tracking using deep neural networks and three-dimensional association
2020 · Thiago T. Santos, Leonardo L. de Souza, et al. · Computers and Electronics in Agriculture · 375
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Pooling in image representation: The visual codeword point of view
2012 · Sandra Avila, Nicolas Thome, et al. · Computer Vision and Image Understanding · 235
Data Augmentation for Skin Lesion Analysis
2018 · Fábio Perez, Cristina Vasconcelos, et al. · Lecture notes in computer science · 224
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Knowledge transfer for melanoma screening with deep learning
2017 · Afonso Menegola, Michel Fornaciali, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 223
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A survey on deep learning for skin lesion segmentation
2023 · Zahra Mirikharaji, Kumar Abhishek, et al. · Medical Image Analysis · 217
A data-driven approach to referable diabetic retinopathy detection
2019 · Ramon Pires, Sandra Avila, et al. · Artificial Intelligence in Medicine · 168
Video pornography detection through deep learning techniques and motion information
2016 · Mauricio Perez, Sandra Avila, et al. · Neurocomputing · 142
RECOD Titans at ISIC Challenge 2017
2017 · Menegola, Afonso, Tavares, Julia, et al. · arXiv (Cornell University) · 131
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Skin Lesion Synthesis with Generative Adversarial Networks
2018 · Alceu Bissoto, Fábio Perez, et al. · Lecture notes in computer science · 118
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GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review
2021 · Alceu Bissoto, Eduardo Valle, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 116
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A Bag-Of-Features Approach Based On Hue-Sift Descriptor For Nude Detection
2009 · Araujo, Arnaldo, Avila, Sandra, et al. · 99
(De) Constructing Bias on Skin Lesion Datasets
2019 · Alceu Bissoto, Michel Fornaciali, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 94
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Leveraging deep neural networks to fight child pornography in the age of social media
2017 · Paulo Vitorino, Sandra Avila, et al. · Journal of Visual Communication and Image Representation · 90
Pornography classification: The hidden clues in video space–time
2016 · Daniel Moreira, Sandra Avila, et al. · Forensic Science International · 85
BOSSA: Extended bow formalism for image classification
2011 · S. Avila, N. Thome, et al. · Proceedings - International Conference on Image Processing · 75
Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification
2019 · Fabio Perez, Sandra Avila, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 72
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Data, depth, and design: Learning reliable models for skin lesion analysis
2019 · Eduardo Valle, Michel Fornaciali, et al. · Neurocomputing · 71
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Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral
2015 · Ramon Pires, Sandra Avila, et al. · IEEE Journal of Biomedical and Health Informatics · 69
Nude Detection in Video Using Bag-of-Visual-Features
2009 · Ana Paula B. Lopes, Sandra E.F. de Avila, et al. · Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI) · 66
Debiasing Skin Lesion Datasets and Models? Not So Fast
2020 · Alceu Bissoto, Eduardo Valle, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 55
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A mid-level video representation based on binary descriptors: A case study for pornography detection
2016 · Carlos Caetano, Sandra Avila, et al. · Neurocomputing · 54
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VSUMM: An Approach for Automatic Video Summarization and Quantitative Evaluation
2008 · Sandra E. F. de Avila, Antonio da_Luz Jr., et al. · Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI) · 51
The impact of visual attributes on online image diffusion
2014 · Luam Catao Totti, Felipe Almeida Costa, et al. · ACM Web Science Conference (WebSci) · 50
Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes
2016 · Menegola, Afonso, Fornaciali, Michel, et al. · arXiv (Cornell University) · 48
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Works count: 165
Citation count: 4,640
H-index: 33
I10-index: 62
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