Ricardo da Silva Torres

Orcid: 0000-0001-9772-263X

Affiliations:
  • University of Campinas, Sao Paulo, Brazil


According to our database1, Ricardo da Silva Torres authored at least 282 papers between 2002 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Monitoring immediate post-fire vegetation dynamics of tropical mountain grasslands using phenocameras.
Ecol. Informatics, December, 2023

The PlastOPol system for marine litter monitoring by citizen scientists.
Environ. Model. Softw., November, 2023

Regression by Re-Ranking.
Pattern Recognit., August, 2023

BERT- and TF-IDF-based feature extraction for long-lived bug prediction in FLOSS: A comparative study.
Inf. Softw. Technol., August, 2023

QoS requirements for Fog Computing applications.
Dataset, March, 2023

The Use of Decision Support in Search and Rescue: A Systematic Literature Review.
ISPRS Int. J. Geo Inf., 2023

Data-driven Intra-Autonomous Systems Graph Generator.
CoRR, 2023

Temporal Topology Density Map.
IEEE Access, 2023

Characterizing Complex Network Properties of Knowledge Graphs.
Proceedings of the 15th International Joint Conference on Knowledge Discovery, 2023

Digital Twins For Topology Density Map Analysis.
Proceedings of the 37th ECMS International Conference on Modelling and Simulation, 2023

2022
Litter Detection with Deep Learning: A Comparative Study.
Sensors, 2022

A genetic programming approach for searching on nearest neighbors graphs.
Multim. Tools Appl., 2022

Sport action mining: Dribbling recognition in soccer.
Multim. Tools Appl., 2022

Editorial.
J. Inf. Data Manag., 2022

An Investigation of Contemporary Data-Driven Methods Applied to Complex Systems.
IEEE Access, 2022

Visualização Interativa da Evolução de Grafos de Conhecimento.
Proceedings of the 37th Brazilian Symposium on Databases, 2022

QoS-aware Task Scheduling based on Reinforcement Learning for the Cloud-Fog Continuum.
Proceedings of the IEEE Global Communications Conference, 2022

On The Use Of Graphical Digital Twins For Urban Planning Of Mobility Projects: A Case Study From A New District In ?esund, Norway.
Proceedings of the 36th ECMS International Conference on Modelling and Simulation, 2022

GENOR: A Generic Platform For Indicator Assessment In City Planning.
Proceedings of the 36th ECMS International Conference on Modelling and Simulation, 2022

Digital Twins For Lighting Analysis: Literature Review, Challenges, And Research Opportunities.
Proceedings of the 36th ECMS International Conference on Modelling and Simulation, 2022

2021
A dataset for detecting flying airplanes on satellite images.
Dataset, July, 2021

Measuring Economic Activity From Space: A Case Study Using Flying Airplanes and COVID-19.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Cognitive Control-Loop for Elastic Optical Networks with Space-Division Multiplexing.
Sensors, 2021

A BFS-Tree of ranking references for unsupervised manifold learning.
Pattern Recognit., 2021

A genetic algorithm approach for image representation learning through color quantization.
Multim. Tools Appl., 2021

Comparing CAM Algorithms for the Identification of Salient Image Features in Iconography Artwork Analysis.
J. Imaging, 2021

Frontmatter.
J. Inf. Data Manag., 2021

On the prediction of long-lived bugs: An analysis and comparative study using FLOSS projects.
Inf. Softw. Technol., 2021

Non-Technical Loss Detection in Power Grid Using Information Retrieval Approaches: A Comparative Study.
IEEE Access, 2021

Principled Interpolation in Normalizing Flows.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Learning Vocabularies to Embed Graphs in Multimodal Rank Aggregation Tasks.
Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020
A Multirepresentational Fusion of Time Series for Pixelwise Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Application-Oriented Retinal Image Models for Computer Vision.
Sensors, 2020

A Change-Driven Image Foveation Approach for Tracking Plant Phenology.
Remote. Sens., 2020

A Soft Computing Approach for Selecting and Combining Spectral Bands.
Remote. Sens., 2020

Neural relational inference for disaster multimedia retrieval.
Multim. Tools Appl., 2020

KGen: a knowledge graph generator from biomedical scientific literature.
BMC Medical Informatics Decis. Mak., 2020

Image-Based Time Series Representations for Pixelwise Eucalyptus Region Classification: A Comparative Study.
IEEE Geosci. Remote. Sens. Lett., 2020

On the classification of fog computing applications: A machine learning perspective.
J. Netw. Comput. Appl., 2020

Two-tiered face verification with low-memory footprint for mobile devices.
IET Biom., 2020

A unified model for accelerating unsupervised iterative re-ranking algorithms.
Concurr. Comput. Pract. Exp., 2020

Pelee-Text++: A Tiny Neural Network for Scene Text Detection.
IEEE Access, 2020

On the Fusion of Text Detection Results: A Genetic Programming Approach.
IEEE Access, 2020

MobText: A Compact Method for Scene Text Localization.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

On the Use of Predation to Shape Evolutionary Computation.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

1-to-N Large Margin Classifier.
Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

Representing Scientific Literature Evolution via Temporal Knowledge Graphs.
Proceedings of the 6th Workshop on Managing the Evolution and Preservation of the Data Web (MEPDaW) co-located with the 19th International Semantic Web Conference (ISWC 2020), 2020

Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation.
Proceedings of the IEEE International Conference on Image Processing, 2020

Scene Text Localization Using Lightweight Convolutional Networks.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2020

INTEGRA: An Open Tool To Support Graph-Based Change Pattern Analyses In Simulated Football Matches.
Proceedings of the 34th International ECMS Conference on Modelling and Simulation, 2020

2019
Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking.
IEEE Trans. Image Process., 2019

Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region.
Remote. Sens., 2019

Leafing Patterns and Drivers across Seasonally Dry Tropical Communities.
Remote. Sens., 2019

Learning cost function for graph classification with open-set methods.
Pattern Recognit. Lett., 2019

Hierarchical Clustering-Based Graphs for Large Scale Approximate Nearest Neighbor Search.
Pattern Recognit., 2019

Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks.
IEEE Geosci. Remote. Sens. Lett., 2019

A Soft Computing Framework for Image Classification Based on Recurrence Plots.
IEEE Geosci. Remote. Sens. Lett., 2019

Relevance prediction in similarity-search systems using extreme value theory.
J. Vis. Commun. Image Represent., 2019

Bag of textual graphs (BoTG): A general graph-based text representation model.
J. Assoc. Inf. Sci. Technol., 2019

Unsupervised graph-based rank aggregation for improved retrieval.
Inf. Process. Manag., 2019

Bug report severity level prediction in open source software: A survey and research opportunities.
Inf. Softw. Technol., 2019

Graph visual rhythms in temporal network analyses.
Graph. Model., 2019

Multimodal Representation Model based on Graph-Based Rank Fusion.
CoRR, 2019

Fusion vectors: Embedding Graph Fusions for Efficient Unsupervised Rank Aggregation.
CoRR, 2019

Long-Range Decoder Skip Connections: Exploiting Multi-Context Information for Cardiac Image Segmentation.
Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019

EVOCROS: Results for OAEI 2019.
Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

Ontology Changes-Driven Semantic Refinement of Cross-Language Biomedical Ontology Alignments.
Proceedings of the Workshop on Semantic Web Solutions for Large-Scale Biomedical Data Analytics co-located with 18th International Semantic Web Conference (ISWC 2019), 2019

Evolution-based Refinement of Cross-language Ontology Alignments.
Proceedings of the 34th Brazilian Symposium on Databases, 2019

Evaluating Deep Contextual Description of Superpixels for Detection in Aerial Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Pixelwise Time Series Retrieval in Phenological Studies.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Pixelwise Remote Sensing Image Classification Based on Recurrence Plot Deep Features.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Pelee-Text: A Tiny Convolutional Neural Network for Multi-oriented Scene Text Detection.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Deep Face Verification for Spherical Images.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Event Prediction Based on Unsupervised Graph-Based Rank-Fusion Models.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2019

2018
Graph-based bag-of-words for classification.
Pattern Recognit., 2018

Semi-supervised transfer subspace for domain adaptation.
Pattern Recognit., 2018

On the ensemble of multiscale object-based classifiers for aerial images: a comparative study.
Multim. Tools Appl., 2018

Exploiting ConvNet Diversity for Flooding Identification.
IEEE Geosci. Remote. Sens. Lett., 2018

Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments.
Future Gener. Comput. Syst., 2018

Multivariate cyclical data visualization using radial visual rhythms: A case study in phenology analysis.
Ecol. Informatics, 2018

Link Prediction in Dynamic Graphs for Recommendation.
CoRR, 2018

Data-Fusion Techniques for Open-Set Recognition Problems.
IEEE Access, 2018

Learning Cost Functions for Graph Matching.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2018

EVOCROS: results for OAEI 2018.
Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference, 2018

Superpixel Context Description based on Visual Words Co-Occurrence Matrix.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

BFAST Explorer: An Effective Tool for Time Series Analysis.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Graph-Based Early-Fusion for Flood Detection.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Methodology to Conduct Computational Thinking Activities in Children's Educational Context.
Proceedings of the 10th International Conference on Computer Supported Education, 2018

2017
Color and texture applied to a signature-based bag of visual words method for image retrieval.
Multim. Tools Appl., 2017

Nearest neighbors distance ratio open-set classifier.
Mach. Learn., 2017

Remote Sensing Image Classification Using Genetic-Programming-Based Time Series Similarity Functions.
IEEE Geosci. Remote. Sens. Lett., 2017

Unsupervised rank diffusion for content-based image retrieval.
Neurocomputing, 2017

Diversity-based interactive learning meets multimodality.
Neurocomputing, 2017

Contextual Spaces Re-Ranking: accelerating the Re-sort Ranked Lists step on heterogeneous systems.
Concurr. Comput. Pract. Exp., 2017

Mobility and freedom: Affective cane for expanded sensorium and embodied cognition.
Proceedings of the 23rd International Conference on Virtual System & Multimedia, 2017

Data-Driven Flood Detection using Neural Networks.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Rank Fusion and Multimodal Per-topic Adaptiveness for Diverse Image Retrieval.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Semantic segmentation of vegetation images acquired by unmanned aerial vehicles using an ensemble of ConvNets.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fusion of genetic-programming-based indices in hyperspectral image classification tasks.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017


Visualizing Temporal Graphs using Visual Rhythms - A Case Study in Soccer Match Analysis.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 3: IVAPP, Porto, Portugal, February 27, 2017

Change Frequency Heatmaps for Temporal Multivariate Phenological Data Analysis.
Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016
Pixel-Level Tissue Classification for Ultrasound Images.
IEEE J. Biomed. Health Informatics, 2016

Illuminant-Based Transformed Spaces for Image Forensics.
IEEE Trans. Inf. Forensics Secur., 2016

Unsupervised Distance Learning for Plant Species Identification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A graph-based ranked-list model for unsupervised distance learning on shape retrieval.
Pattern Recognit. Lett., 2016

TSS & TSB: Tensor scale descriptors within circular sectors for fast shape retrieval.
Pattern Recognit. Lett., 2016

Fusion of time series representations for plant recognition in phenology studies.
Pattern Recognit. Lett., 2016

Time series-based classifier fusion for fine-grained plant species recognition.
Pattern Recognit. Lett., 2016

Phenological visual rhythms: Compact representations for fine-grained plant species identification.
Pattern Recognit. Lett., 2016

Combining re-ranking and rank aggregation methods for image retrieval.
Multim. Tools Appl., 2016

PhenoVis - A tool for visual phenological analysis of digital camera images using chronological percentage maps.
Inf. Sci., 2016

A multimodal query expansion based on genetic programming for visually-oriented e-commerce applications.
Inf. Process. Manag., 2016

A correlation graph approach for unsupervised manifold learning in image retrieval tasks.
Neurocomputing, 2016

On interactive learning-to-rank for IR: Overview, recent advances, challenges, and directions.
Neurocomputing, 2016

Walking and health: an enactive affective system.
Digit. Creativity, 2016

Learning to Combine Spectral Indices with Genetic Programming.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

Rank Diffusion for Context-Based Image Retrieval.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Recod @ MediaEval 2016: Diverse Social Images Retrieval.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

2015
A signature-based bag of visual words method for image indexing and search.
Pattern Recognit. Lett., 2015

A semi-supervised learning algorithm for relevance feedback and collaborative image retrieval.
EURASIP J. Image Video Process., 2015

Deriving vegetation indices for phenology analysis using genetic programming.
Ecol. Informatics, 2015

Semantic Diversity versus Visual Diversity in Visual Dictionaries.
CoRR, 2015

Mid-level image representations for real-time heart view plane classification of echocardiograms.
Comput. Biol. Medicine, 2015

Reasoning for Complex Data: Research Initiatives on Data Science.
Proceedings of the 21st Brazilian Symposium on Multimedia and the Web, 2015

Unsupervised Effectiveness Estimation for Image Retrieval Using Reciprocal Rank Information.
Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

A Robust Software Product Line Architecture for Data Collection in Android Platform.
Proceedings of the 2015 IX Brazilian Symposium on Components, 2015

FISIR: A Flexible Framework for Interactive Search in Image Retrieval Systems.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Unsupervised Distance Learning by Rank Correlation Measures for Image Retrieval.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015


Recod @ MediaEval 2015: Diverse Social Images Retrieval.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Guidelines for Evaluating Mobile Applications: A Semiotic-Informed Approach.
Proceedings of the Enterprise Information Systems - 17th International Conference, 2015

A Semiotic-informed Approach to Interface Guidelines for Mobile Applications - A Case Study on Phenology Data Acquisition.
Proceedings of the ICEIS 2015, 2015

A Soft Computing Approach for Learning to Aggregate Rankings.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Digital Library Technologies: Complex Objects, Annotation, Ontologies, Classification, Extraction, and Security
Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, ISBN: 978-3-031-02285-2, 2014

Approximate similarity search for online multimedia services on distributed CPU-GPU platforms.
VLDB J., 2014

Nature-Inspired Framework for Hyperspectral Band Selection.
IEEE Trans. Geosci. Remote. Sens., 2014

Efficient and Effective Hierarchical Feature Propagation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A framework for selection and fusion of pattern classifiers in multimedia recognition.
Pattern Recognit. Lett., 2014

Visual word spatial arrangement for image retrieval and classification.
Pattern Recognit., 2014

Using contextual spaces for image re-ranking and rank aggregation.
Multim. Tools Appl., 2014

A rank aggregation framework for video multimodal geocoding.
Multim. Tools Appl., 2014

Multimodal retrieval with relevance feedback based on genetic programming.
Multim. Tools Appl., 2014

Automatic identification of fruit flies (Diptera: Tephritidae).
J. Vis. Commun. Image Represent., 2014

Unsupervised manifold learning using Reciprocal kNN Graphs in image re-ranking and rank aggregation tasks.
Image Vis. Comput., 2014

A scalable re-ranking method for content-based image retrieval.
Inf. Sci., 2014

Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees.
Ecol. Informatics, 2014

Using phenological cameras to track the green up in a cerrado savanna and its on-the-ground validation.
Ecol. Informatics, 2014

Semi-supervised Learning for Relevance Feedback on Image Retrieval Tasks.
Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014

Unsupervised Distance Learning By Reciprocal kNN Distance for Image Retrieval.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Multimedia Geocoding: The RECOD 2014 Approach.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Recod @ MediaEval 2014: Diverse Social Images Retrieval.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

BoG: A New Approach for Graph Matching.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Evaluation of Time Series Distance Functions in the Task of Detecting Remote Phenology Patterns.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Unsupervised manifold learning by correlation graph and strongly connected components for image retrieval.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Diversity-driven learning for multimodal image retrieval with relevance feedback.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Exploring Data Fusion under the Image Retrieval Domain.
Proceedings of the ICEIS 2014, 2014

Phenological Event Detection by Visual Rhythms Dissimilarity Analysis.
Proceedings of the 10th IEEE International Conference on e-Science, 2014

2013
Interactive Multiscale Classification of High-Resolution Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Image re-ranking and rank aggregation based on similarity of ranked lists.
Pattern Recognit., 2013

Online video summarization on compressed domain.
J. Vis. Commun. Image Represent., 2013

Guest Editorial: Image and Video Processing and Analysis.
J. Math. Imaging Vis., 2013

Evaluation of parameters for combining multiple textual sources of evidence for Web image retrieval using genetic programming.
J. Braz. Comput. Soc., 2013

A formal approach for the specification of digital complex objects.
Proceedings of the 19th Brazilian Symposium on Multimedia and the Web, 2013

Remote Sensing Image Segmentation and Representation through Multiscale Analysis.
Proceedings of the 26th SIBGRAPI Conference on Graphics, Patterns and Images - Tutorials, 2013

A Multiple Labeling-Based Optimum-Path Forest for Video Content Classification.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

Unsupervised Measures for Estimating the Effectiveness of Image Retrieval Systems.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

Classifier Selection Based on the Correlation of Diversity Measures: When Fewer Is More.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

Image Re-ranking Acceleration on GPUs.
Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013

Multimodal Image Geocoding: The 2013 RECOD's Approach.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Domain-specific image geocoding: a case study on Virginia tech building photos.
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013

A relevance feedback approach for the author name disambiguation problem.
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013

Shape-based time series analysis for remote phenology studies.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Remote sensing image representation based on hierarchical histogram propagation.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Image classification based on bag of visual graphs.
Proceedings of the IEEE International Conference on Image Processing, 2013

Visual rhythm-based time series analysis for phenology studies.
Proceedings of the IEEE International Conference on Image Processing, 2013

Plant Species Identification with Phenological Visual Rhythms.
Proceedings of the 9th IEEE International Conference on eScience, 2013

2012
Preface.
Vis. Comput., 2012

Multiscale Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2012

VISON: VIdeo Summarization for ONline applications.
Pattern Recognit. Lett., 2012

Comparative study of global color and texture descriptors for web image retrieval.
J. Vis. Commun. Image Represent., 2012

Exploiting pairwise recommendation and clustering strategies for image re-ranking.
Inf. Sci., 2012

Exploiting contextual information for image re-ranking and rank aggregation.
Int. J. Multim. Inf. Retr., 2012

Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning.
Comput. Vis. Image Underst., 2012

Are visual dictionaries generalizable?
CoRR, 2012

Improving Image Classification through Descriptor Combination.
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

Automatic Classifier Fusion for Produce Recognition.
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012

A visual approach for video geocoding using bag-of-scenes.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Bayesian approach for near-duplicate image detection.
Proceedings of the International Conference on Multimedia Retrieval, 2012

A Multimodal Approach for Video Geocoding.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

UNICAMP-UFMG at MediaEval 2012: Genre Tagging Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Efficient Image Re-Ranking Computation on GPUs.
Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, 2012

Hyperspectral band selection through Optimum-Path Forest and evolutionary-based algorithms.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Automatic fusion of region-based classifiers for coffee crop recognition.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Sorted dominant local color for searching large and heterogeneous image databases.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Improving texture description in remote sensing image multi-scale classification tasks by using visual words.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Descriptor correlation analysis for remote sensing image multi-scale classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Multimedia multimodal geocoding.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

Remote phenology: Applying machine learning to detect phenological patterns in a cerrado savanna.
Proceedings of the 8th IEEE International Conference on E-Science, 2012

Combining Re-Ranking and Rank Aggregation Methods.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

Fusion of Local and Global Descriptors for Content-Based Image and Video Retrieval.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011
Exploiting clustering approaches for image re-ranking.
J. Vis. Lang. Comput., 2011

Relevance feedback based on genetic programming for image retrieval.
Pattern Recognit. Lett., 2011

Data Driven Research at LIS: the Laboratory of Information Systems at UNICAMP.
J. Inf. Data Manag., 2011

Towards a Formal Theory for Complex Objects and Content-Based Image Retrieval.
J. Inf. Data Manag., 2011

Evaluating Retrieval Effectiveness of Descriptors for Searching in Large Image Databases.
J. Inf. Data Manag., 2011

GeoNote: A Web Service for Geographic Data Annotation in Biodiversity Information Systems.
J. Inf. Data Manag., 2011

A relevance feedback method based on genetic programming for classification of remote sensing images.
Inf. Sci., 2011

Navigating Through Video Stories Using Clustering Sets.
Int. J. Multim. Data Eng. Manag., 2011

TIDES - a new descriptor for time series oscillation behavior.
GeoInformatica, 2011

Exploiting contextual spaces for image re-ranking and rank aggregation.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

RECOD Working Notes for Placing Task MediaEval 2011.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

CTRnet DL for disaster information services.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Use of subimages in fish species identification: a qualitative study.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Reusing a compound-based infrastructure for searching video stories.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Exploiting contextual information for rank aggregation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Comparison of video sequences with histograms of motion patterns.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

RECOD at ImageCLEF 2011: Medical Modality Classification using Genetic Programming.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

Adaptive parallel approximate similarity search for responsive multimedia retrieval.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Encoding Spatial Arrangement of Visual Words.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

Rapid Cut Detection on Compressed Video.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

Interactive Classification of Remote Sensing Images by Using Optimum-Path Forest and Genetic Programming.
Proceedings of the Computer Analysis of Images and Patterns, 2011

Pedagogical Enhancements for Information Retrieval Courses.
Proceedings of the Teaching and Learning in Information Retrieval, 2011

2010
Shape feature extraction and description based on tensor scale.
Pattern Recognit., 2010

DAHC-tree: An Effective Index for Approximate Search in High-Dimensional Metric Spaces.
J. Inf. Data Manag., 2010

Evaluating the Potential of Texture and Color Descriptors for Remote Sensing Image Retrieval and Classification.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Shape Retrieval using Contour Features and Distance Optimization.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

A Shape Descriptor based on Scale-invariant Multiscale Fractal Dimension.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Distances Correlation for Re-ranking in Content-Based Image Retrieval.
Proceedings of the SIBGRAPI 2010, 2010

Eva: an evaluation tool for comparing descriptors in content-based image retrieval tasks.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Learning to rank for content-based image retrieval.
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Rapid Video Summarization on Compressed Video.
Proceedings of the 12th IEEE International Symposium on Multimedia, 2010

A Genetic Programming approach for coffee crop recognition.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

MONORAIL: A Disk-Friendly Index for Huge Descriptor Databases.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Describing OAI-ORE from the 5S Framework Perspective.
Proceedings of the Role of Digital Libraries in a Time of Global Change, 2010

Annotating data to support decision-making: a case study.
Proceedings of the 6th Workshop on Geographic Information Retrieval, 2010

A Geographic Annotation Service for Biodiversity Systems.
Proceedings of the XI Brazilian Symposium on Geoinformatics, 2010

User-Oriented Evaluation of Color Descriptors for Web Image Retrieval.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

A Teaching Tool for Parasitology: Enhancing Learning with Annotation and Image Retrieval.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

BP-tree: an efficient index for similarity search in high-dimensional metric spaces.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Exploiting Contextual Information for Image Re-ranking.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009
A genetic programming framework for content-based image retrieval.
Pattern Recognit., 2009

Recuperação de Imagens da Web Utilizando Múltiplas Evidências Textuais e Programação Genética.
Proceedings of the XXIV Simpósio Brasileiro de Banco de Dados, 2009

Novel Approaches for Exclusive and Continuous Fingerprint Classification.
Proceedings of the Advances in Image and Video Technology, Third Pacific Rim Symposium, 2009

Species identification: fish images with CBIR and annotations.
Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009

Robust Estimation of Camera Motion Using Optical Flow Models.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Superimposed Image Description and Retrieval for Fish Species Identification.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2009

2008
Learning How to Extract Rotation-Invariant and Scale-Invariant Features from Texture Images.
EURASIP J. Adv. Signal Process., 2008

From concepts to implementation and visualization: tools from a team-based approach to ir.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

A Genetic Programming Approach for Relevance Feedback in Region-Based Image Retrieval Systems.
Proceedings of the SIBGRAPI 2008, 2008

Color Descriptors for Web Image Retrieval: A Comparative Study.
Proceedings of the SIBGRAPI 2008, 2008

Uma Plataforma de Serviços de Recomendação para Bibliotecas Digitais.
Proceedings of the XXIII Simpósio Brasileiro de Banco de Dados, 2008

Image Retrieval with Relevance Feedback based on Genetic Programming.
Proceedings of the XXIII Simpósio Brasileiro de Banco de Dados, 2008

Making colors worth more than a thousand words.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Combining Global with Local Texture Information for Image Retrieval Applications.
Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

A Development Process for Web Geographic Information System - A Case of Study.
Proceedings of the ICEIS 2008, 2008

Efficient and Flexible Cluster-and-Search for CBIR.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Contour salience descriptors for effective image retrieval and analysis.
Image Vis. Comput., 2007

Rotation-Invariant and Scale-Invariant Steerable Pyramid Decomposition for Texture Image Retrieval.
Proceedings of the SIBGRAPI 2007, 2007

Rotation-Invariant Texture Recognition.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

A New Shape Descriptor Based on Tensor Scale.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007

Detecting Contour Saliences using Tensor Scale.
Proceedings of the International Conference on Image Processing, 2007

Diagnosing Similarity of Oscillation Trends in Time Series.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006
Content-Based Image Retrieval: Theory and Applications.
RITA, 2006

A digital library framework for biodiversity information systems.
Int. J. Digit. Libr., 2006

Exploring digital libraries: integrating browsing, searching, and visualization.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2006

A Content-Based Image Retrieval Service for Archaeology Collections.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2006

SIERRA - A Superimposed Application for Enhanced Image Description and Retrieval.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2006

Teste de Desempenho em Aplicações SIG Web.
Proceedings of the Memorias de la IX Conferenci a Iberoamericana de Software Engineering (CIbSE 2006), 2006

2005
WOODSS and the Web: annotating and reusing scientific workflows.
SIGMOD Rec., 2005

TSD: A Shape Descriptor Based on a Distribution of Tensor Scale Local Orientation.
Proceedings of the 18th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2005), 2005

A new framework to combine descriptors for content-based image retrieval.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
Ambiente de gerenciamento de imagens e dados espaciais para desenvolvimento de aplicações em biodiversidade.
PhD thesis, 2004

A graph-based approach for multiscale shape analysis.
Pattern Recognit., 2004

An OAI compliant content-based image search component.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004

Using digital library components for biodiversity systems.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2004

2003
Effective Image Retrieval by Shape Saliences.
Proceedings of the 16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2003), 2003

Visual structures for image browsing.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002
Shape description by image foresting transform.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002


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