Sandra Eliza Fontes de Avila

ORCID

Publication Activity (10 Years)

Years Active: 2008-2017
Publications (10 Years): 13

Top Venues

Pierre and Marie Curie University, Paris, France (PHD)

Education History

Pierre and Marie Curie University, Paris, France

PHD

Publications

Ramon Pires, Sandra Eliza Fontes de Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha
Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Afonso Menegola, Michel Fornaciali, Ramon Pires, Flávia Vasques Bittencourt, Sandra Eliza Fontes de Avila, Eduardo Valle
Knowledge Transfer for Melanoma Screening with Deep Learning. CoRR (2017)
Afonso Menegola, Julia Tavares, Michel Fornaciali, Lin Tzy Li, Sandra Eliza Fontes de Avila, Eduardo Valle
RECOD Titans at ISIC Challenge 2017. CoRR (2017)
Daniel Moreira, Sandra Eliza Fontes de Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha
Temporal Robust Features for Violence Detection. WACV (2017)
Mauricio Perez, Sandra Eliza Fontes de Avila, Daniel Moreira, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha
Video pornography detection through deep learning techniques and motion information. Neurocomputing 230 (2017)
Micael Carvalho, Matthieu Cord, Sandra Eliza Fontes de Avila, Nicolas Thome, Eduardo Valle
Deep Neural Networks Under Stress. CoRR (2016)
Micael Carvalho, Matthieu Cord, Sandra Eliza Fontes de Avila, Nicolas Thome, Eduardo Valle
Deep Neural Networks Under Stress. ICIP (2016)
Michel Fornaciali, Micael Carvalho, Flávia Vasques Bittencourt, Sandra Eliza Fontes de Avila, Eduardo Valle
Towards Automated Melanoma Screening: Proper Computer Vision & Reliable Results. CoRR (2016)
Afonso Menegola, Michel Fornaciali, Ramon Pires, Sandra Eliza Fontes de Avila, Eduardo Valle
Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes. CoRR (2016)
Carlos Caetano, Sandra Eliza Fontes de Avila, William Robson Schwartz, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo
A mid-level video representation based on binary descriptors: A case study for pornography detection. Neurocomputing 213 (2016)
Carlos Caetano, Sandra Eliza Fontes de Avila, William Robson Schwartz, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo
A Mid-level Video Representation based on Binary Descriptors: A Case Study for Pornography Detection. CoRR (2016)
Daniel Moreira, Sandra Eliza Fontes de Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha
RECOD at MediaEval 2015: Affective Impact of Movies Task. MediaEval (2015)
Otávio Augusto Bizetto Penatti, Sandra Eliza Fontes de Avila, Eduardo Valle, Ricardo da Silva Torres
Semantic Diversity versus Visual Diversity in Visual Dictionaries. CoRR (2015)
Carlos Caetano, Sandra Eliza Fontes de Avila, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo
Representing local binary descriptors with BossaNova for visual recognition. SAC (2014)
Carlos Caetano, Sandra Eliza Fontes de Avila, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo
Pornography detection using BossaNova video descriptor. EUSIPCO (2014)
Luam Catao Totti, Felipe Almeida Costa, Sandra Eliza Fontes de Avila, Eduardo Valle, Wagner Meira Jr., Virgílio A. F. Almeida
The impact of visual attributes on online image diffusion. WebSci (2014)
Michel Fornaciali, Sandra Eliza Fontes de Avila, Micael Carvalho, Eduardo Valle
Statistical Learning Approach for Robust Melanoma Screening. SIBGRAPI (2014)
Sandra Eliza Fontes de Avila, Daniel Moreira, Mauricio Perez, Daniel Moraes, Isabela Cota, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha
RECOD at MediaEval 2014: Violent Scenes Detection Task. MediaEval (2014)
Thibaut Durand, Nicolas Thome, Matthieu Cord, Sandra Eliza Fontes de Avila
Image classification using object detectors. ICIP (2013)
Sandra Eliza Fontes de Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle, Arnaldo de Albuquerque Araújo
Pooling in image representation: The visual codeword point of view. Comput. Vis. Image Underst. 117 (5) (2013)
Sandra Eliza Fontes de Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle, Arnaldo de Albuquerque Araújo
BossaNova at ImageCLEF 2012 Flickr Photo Annotation Task. CLEF (Online Working Notes/Labs/Workshop) (2012)
Sandra Eliza Fontes de Avila, Ana Paula Brandão Lopes, Antonio da Luz Jr., Arnaldo de Albuquerque Araújo
VSUMM: A mechanism designed to produce static video summaries and a novel evaluation method. Pattern Recognit. Lett. 32 (1) (2011)
Eduardo Valle, Sandra Eliza Fontes de Avila, Antonio da Luz Jr., Fillipe Dias Moreira de Souza, Marcelo de Miranda Coelho, Arnaldo de Albuquerque Araújo
Content-Based Filtering for Video Sharing Social Networks CoRR (2011)
Sandra Eliza Fontes de Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle, Arnaldo de Albuquerque Araújo
BOSSA: Extended bow formalism for image classification. ICIP (2011)
Ana Paula Brandão Lopes, Sandra Eliza Fontes de Avila, Anderson N. A. Peixoto, Rodrigo Silva Oliveira, Marcelo de Miranda Coelho, Arnaldo de Albuquerque Araújo
Nude Detection in Video Using Bag-of-Visual-Features. SIBGRAPI (2009)
Ana Paula Brandão Lopes, Sandra Eliza Fontes de Avila, Anderson N. A. Peixoto, Rodrigo Silva Oliveira, Arnaldo de Albuquerque Araújo
A bag-of-features approach based on Hue-SIFT descriptor for nude detection. EUSIPCO (2009)
Sandra Eliza Fontes de Avila, Antonio da Luz Jr., Arnaldo de Albuquerque Araújo, Matthieu Cord
VSUMM: An Approach for Automatic Video Summarization and Quantitative Evaluation. SIBGRAPI (2008)
Ana Paula Brandão Lopes, David Lunardi Flam, Natalia C. Batista, Sandra Eliza Fontes de Avila, Jussara M. Almeida, Arnaldo de Albuquerque Araújo
Automatic frame extraction for improving content-based image retrieval of historical photographs. WebMedia (2008)

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Publication Activity (10 Years)

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Sandra Eliza Fontes de Avila