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

Roberto de Alencar Lotufo

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]