Eduardo Valle

Sandra Avila

Proceedings of the OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, - and - Skin Image Analysis, 2018

2017

Beyond Lesion-Based Diabetic Retinopathy: A Direct Approach for Referral.

[BibT_eX]

[DOI]

Ramon Pires

Rafael de Oliveira Werneck

IEEE J. Biomed. Health Informatics, 2017

Where is my puppy? Retrieving lost dogs by facial features.

[BibT_eX]

[DOI]

Thierry Pinheiro Moreira

Mauricio Lisboa Perez

Multim. Tools Appl., 2017

Video pornography detection through deep learning techniques and motion information.

[BibT_eX]

[DOI]

Mauricio Perez

Flávia Vasques Bittencourt

Neurocomputing, 2017

Data, Depth, and Design: Learning Reliable Models for Melanoma Screening.

[BibT_eX]

[DOI]

Lin Tzy Li

Sandra Avila

CoRR, 2017

RECOD Titans at ISIC Challenge 2017.

[BibT_eX]

[DOI]

CoRR, 2017

Temporal Robust Features for Violence Detection.

[BibT_eX]

[DOI]

Daniel Moreira

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Knowledge transfer for melanoma screening with deep learning.

[BibT_eX]

[DOI]

Afonso Menegola

Flávia Vasques Bittencourt

Ramon Pires

Sandra Avila

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Transfer Learning Using Convolutional Neural Networks for Face Anti-spoofing.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

2016

Adversarial Images for Variational Autoencoders.

[BibT_eX]

[DOI]

Pedro Tabacof

Julia Tavares

CoRR, 2016

Known Unknowns: Uncertainty Quality in Bayesian Neural Networks.

[BibT_eX]

[DOI]

Ramon Oliveira

Pedro Tabacof

CoRR, 2016

Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes.

[BibT_eX]

[DOI]

Afonso Menegola

Ramon Pires

CoRR, 2016

Towards Automated Melanoma Screening: Proper Computer Vision & Reliable Results.

[BibT_eX]

[DOI]

Flávia Vasques Bittencourt

Micael Carvalho

CoRR, 2016

Exploring the space of adversarial images.

[BibT_eX]

[DOI]

Pedro Tabacof

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Deep Neural Networks Under Stress.

[BibT_eX]

[DOI]

Micael Carvalho

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Semantic Diversity versus Visual Diversity in Visual Dictionaries.

[BibT_eX]

[DOI]

CoRR, 2015

RECOD at MediaEval 2015: Affective Impact of Movies Task.

[BibT_eX]

[DOI]

Daniel Moreira

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

2014

Approximate similarity search for online multimedia services on distributed CPU-GPU platforms.

[BibT_eX]

[DOI]

Nathan Mariano

Joel H. Saltz

VLDB J., 2014

Visual word spatial arrangement for image retrieval and classification.

[BibT_eX]

[DOI]

Fernanda B. Silva

Valérie Gouet-Brunet

Pattern Recognit., 2014

Non-collaborative content detecting on video sharing social networks.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2014

The impact of visual attributes on online image diffusion.

[BibT_eX]

[DOI]

Luam Catao Totti

Felipe Almeida Costa

Virgílio A. F. Almeida

Proceedings of the ACM Web Science Conference, 2014

Large-Scale Distributed Locality-Sensitive Hashing for General Metric Data.

[BibT_eX]

[DOI]

Eliezer S. Silva

Thiago S. F. X. Teixeira

Proceedings of the Similarity Search and Applications - 7th International Conference, 2014

Statistical Learning Approach for Robust Melanoma Screening.

[BibT_eX]

[DOI]

Micael Carvalho

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

RECOD at MediaEval 2014: Violent Scenes Detection Task.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Automatic Diabetic Retinopathy detection using BossaNova representation.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Assessing the Need for Referral in Automatic Diabetic Retinopathy Detection.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2013

What happens to computer science research after it is published? Tracking CS research lines.

[BibT_eX]

[DOI]

Jacques Wainer

J. Assoc. Inf. Sci. Technol., 2013

Pooling in image representation: The visual codeword point of view.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2013

Scalable Locality-Sensitive Hashing for Similarity Search in High-Dimensional, Large-Scale Multimedia Datasets.

[BibT_eX]

[DOI]

Thiago S. F. X. Teixeira

Joel H. Saltz

CoRR, 2013

K-medoids LSH: a new locality sensitive hashing in general metric space.

[BibT_eX]

[DOI]

Eliezer S. Silva

Proceedings of the XXVIII Simpósio Brasileiro de Banco de Dados - Short Papers, Recife, Pernambuco, Brasil, September 30, 2013

2012

Comparative study of global color and texture descriptors for web image retrieval.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2012

Are visual dictionaries generalizable?

[BibT_eX]

[DOI]

CoRR, 2012

Bayesian approach for near-duplicate image detection.

[BibT_eX]

[DOI]

Lucas Moutinho Bueno

Proceedings of the International Conference on Multimedia Retrieval, 2012

A Context-aware Description for Content Filtering on Video Sharing Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

BossaNova at ImageCLEF 2012 Flickr Photo Annotation Task.

[BibT_eX]

[DOI]

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

Content-Based Spam Filtering on Video Sharing Social Networks

[BibT_eX]

[DOI]

CoRR, 2011

Hue Histograms to Spatiotemporal Local Features for Action Recognition

[BibT_eX]

[DOI]

Guillermo Cámara Chávez

CoRR, 2011

Content-Based Filtering for Video Sharing Social Networks

[BibT_eX]

[DOI]

Marcelo de Miranda Coelho

Elerson Rubens da Silva Santos

CoRR, 2011

Transfer Learning for Human Action Recognition.

[BibT_eX]

[DOI]

Ana Paula Brandão Lopes

Jussara M. Almeida

Marcelo de Miranda Coelho

Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

Subspace Clustering for Information Retrieval in Urban Scene Databases.

[BibT_eX]

[DOI]

Cássio Santos Júnior

Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

BOSSA: Extended bow formalism for image classification.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Adaptive parallel approximate similarity search for responsive multimedia retrieval.

[BibT_eX]

[DOI]

Nathan Mariano

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Color-Aware Local Spatiotemporal Features for Action Recognition.

[BibT_eX]

[DOI]

Guillermo Cámara Chávez

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

Encoding Spatial Arrangement of Visual Words.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2010

Indexing personal image collections: a flexible, scalable solution.

[BibT_eX]

[DOI]

David Gorisse

IEEE Trans. Consumer Electron., 2010

DAHC-tree: An Effective Index for Approximate Search in High-Dimensional Metric Spaces.

[BibT_eX]

[DOI]

Jurandy Almeida

Eduardo Alves do Valle Jr.

Neucimar Jerônimo Leite

J. Inf. Data Manag., 2010

Action Recognition in Videos: from Motion Capture Labs to the Web

[BibT_eX]

[DOI]

Ana Paula Brandão Lopes

Jussara Marques de Almeida

CoRR, 2010

Violence Detection in Video Using Spatio-Temporal Features.

[BibT_eX]

[DOI]

Eduardo Alves do Valle Jr.

Guillermo Cámara Chávez

Humberto Mossri de Almeida

Proceedings of the SIBGRAPI 2010, 2010

Learning to rank for content-based image retrieval.

[BibT_eX]

[DOI]

Fábio Augusto Faria

Adriano Veloso

Marcos André Gonçalves

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

MONORAIL: A Disk-Friendly Index for Huge Descriptor Databases.

[BibT_eX]

[DOI]

Fernando Akune

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Advanced Techniques in CBIR: Local Descriptors, Visual Dictionaries and Bags of Features.

[BibT_eX]

[DOI]

Proceedings of the Tutorials of the XXII Brazilian Symposium on Computer Graphics and Image Processing, 2009

Similarity Search and Indexing for High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the XXIV Simpósio Brasileiro de Banco de Dados, 2009

Geometric consistency checking for local-descriptor based document retrieval.

[BibT_eX]

[DOI]

David Picard

Proceedings of the 2009 ACM Symposium on Document Engineering, 2009

Layout-aware limiarization for readability enhancement of degraded historical documents.

[BibT_eX]

[DOI]

Flávio Bertholdo

Proceedings of the 2009 ACM Symposium on Document Engineering, 2009

2008

Fast identification of visual documents using local descriptors.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM Symposium on Document Engineering, 2008

High-dimensional descriptor indexing for large multimedia databases.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

3-Way-Trees: A Similarity Search Method for High-Dimensional Descriptor Matching.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

Matching Local Descriptors for Image Identification on Cultural Databases.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006

Content-Based Retrieval of Images for Cultural Institutions Using Local Descriptors.

[BibT_eX]

[DOI]