Sandra Avila
Sandra Avila
Professor of Computer Science, University of Campinas (Unicamp)
Verified email at - Homepage
Cited by
Cited by
VSUMM: A mechanism designed to produce static video summaries and a novel evaluation method
S Avila, A Lopes, A da Luz Jr., A Ara˙jo
Pattern Recognition Letters 32 (1), 56-68, 2011
Pooling in image representation: The visual codeword point of view
S Avila, N Thome, M Cord, E Valle, A Ara˙jo
Computer Vision and Image Understanding (CVIU) 117 (5), 453-465, 2013
Knowledge transfer for melanoma screening with deep learning
A Menegola, M Fornaciali, R Pires, FV Bittencourt, S Avila, E Valle
IEEE International Symposium on Biomedical Imaging (ISBI), 297-300, 2017
A bag-of-features approach based on hue-SIFT descriptor for nude detection
A Lopes, S Avila, A Peixoto, R Oliveira, A Ara˙jo
17th European Signal Processing Conference, 1552-1556, 2009
Data augmentation for skin lesion analysis
F Perez, C Vasconcelos, S Avila, E Valle
ISIC Skin Image Analysis Workshop at MICCAI’18, 2018
RECOD titans at ISIC challenge 2017
A Menegola, J Tavares, M Fornaciali, LT Li, S Avila, E Valle
arXiv preprint arXiv:1703.04819, 2017
Video pornography detection through deep learning techniques and motion information
M Perez, S Avila, D Moreira, D Moraes, V Testoni, E Valle, S Goldenstein, ...
Neurocomputing 230, 279-293, 2017
BOSSA: extended BoW formalism for image classification
S Avila, N Thome, M Cord, E Valle, A Araujo
18th IEEE International Conference on Image Processing (ICIP), 2909-2912, 2011
Grape detection, segmentation, and tracking using deep neural networks and three-dimensional association
TT Santos, LL de Souza, AA dos Santos, S Avila
Computers and Electronics in Agriculture 170, 105247, 2020
Nude detection in video using bag-of-visual-features
A Lopes, S Avila, A Peixoto, R Oliveira, M Coelho, A Araujo
Computer Graphics and Image Processing (SIBGRAPI), 2009 XXII Brazilianá…, 2009
Skin lesion synthesis with generative adversarial networks
A Bissoto, F Perez, E Valle, S Avila
ISIC Skin Image Analysis Workshop at MICCAI’18, 2018
Pornography classification: The hidden clues in video space-time
D Moreira, S Avila, M Perez, D Moraes, V Testoni, E Valle, S Goldenstein, ...
Forensic Science International 268, 46-61, 2016
The Six Fronts of the Generative Adversarial Networks
A Bissoto, E Valle, S Avila, 2019
The impact of visual attributes on online image diffusion
L Totti, F Costa, S Avila, E Valle, W Meira Jr., V Almeida
ACM Web Science Conference (WebSci), 42-51, 2014
Beyond lesion-based diabetic retinopathy: A direct approach for referral
R Pires, S Avila, HF Jelinek, J Wainer, E Valle, A Rocha
Journal of Biomedical and Health Informatics (J.BHI) 21 (1), 193-200, 2017
Data, depth, and design: Learning reliable models for skin lesion analysis
E Valle, M Fornaciali, A Menegola, J Tavares, FV Bittencourt, LT Li, ...
Neurocomputing 383, 303-313, 2020
A data-driven approach to referable diabetic retinopathy detection
R Pires, S Avila, J Wainer, E Valle, MD Abramoff, A Rocha
Artificial Intelligence in Medicine 96, 93-106, 2019
VSUMM: an approach for automatic video summarization and quantitative evaluation
S Avila, A da Luz, A Araujo, M Cord
Computer Graphics and Image Processing, 2008. SIBGRAPI'08. XXI Brazilianá…, 2008
Towards automated melanoma screening: Exploring transfer learning schemes
A Menegola, M Fornaciali, R Pires, S Avila, E Valle
arXiv preprint arXiv:1609.01228, 2016
Leveraging Deep Neural Networks to Fight Child Pornography in the Age of Social Media
P Vitorino, S Avila, M Perez, A Rocha
Journal of Visual Communication and Image Representation 50, 303-313, 2018
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