Jurandy Almeida

Orcid: 0000-0002-4998-6996

According to our database1, Jurandy Almeida authored at least 94 papers between 2008 and 2024.

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

Timeline

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Bibliography

2024
Strategies for Classifier Selection Based on Genetic Programming for Multimedia Data Recognition.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023
Productive Crop Field Detection: A New Dataset and Deep-Learning Benchmark Results.
IEEE Geosci. Remote. Sens. Lett., 2023

Budget-Aware Pruning: Handling Multiple Domains with Less Parameters.
CoRR, 2023

Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation.
Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

Budget-Aware Pruning for Multi-domain Learning.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022
Weakly supervised learning based on hypergraph manifold ranking.
J. Vis. Commun. Image Represent., 2022

Low-budget label query through domain alignment enforcement.
Comput. Vis. Image Underst., 2022

Parameter Sharing in Budget-Aware Adapters for Multi-Domain Learning.
CoRR, 2022

Mixup-based Deep Metric Learning Approaches for Incomplete Supervision.
CoRR, 2022

A High-Spatial Resolution Dataset and Few-shot Deep Learning Benchmark for Image Classification.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Mixup-Based Deep Metric Learning Approaches for Incomplete Supervision.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
Deep Learning in Beyond 5G Networks with Image-based Time-Series Representation.
CoRR, 2021

From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Representation Learning for Image Retrieval through 3D CNN and Manifold Ranking.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Less Is More: Accelerating Faster Neural Networks Straight from JPEG.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

2020
OPFSumm: on the video summarization using Optimum-Path Forest.
Multim. Tools Appl., 2020

Deep Learning Towards Edge Computing: Neural Networks Straight from Compressed Data.
CoRR, 2020

Low-Budget Unsupervised Label Query through Domain Alignment Enforcement.
CoRR, 2020

Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain.
Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

The Good, The Bad, and The Ugly: Neural Networks Straight From JPEG.
Proceedings of the IEEE International Conference on Image Processing, 2020

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

An optimized unsupervised manifold learning algorithm for manycore architectures.
Inf. Sci., 2019

CV-C3D: Action Recognition on Compressed Videos with Convolutional 3D Networks.
Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019

GIBIS at MediaEval 2019: Predicting Media Memorability Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

2018
Unsupervised Similarity Learning through Rank Correlation and kNN Sets.
ACM Trans. Multim. Comput. Commun. Appl., 2018

Unsupervised similarity learning through Cartesian product of ranking references.
Pattern Recognit. Lett., 2018

Edited nearest neighbour for selecting keyframe summaries of egocentric videos.
J. Vis. Commun. Image Represent., 2018

Bag of Attributes for Video Event Retrieval.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

GIBIS at MediaEval 2018: Predicting Media Memorability Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

2017
GIBIS at MediaEval 2017: Predicting Media Interestingness Task.
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

Comparing keyframe summaries of egocentric videos: Closest-to-centroid baseline.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

BMINSAR: A novel approach for InSAR phase denoising by clustering and block matching.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A Rank Aggregation Framework for Video Interestingness Prediction.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

2016
Classification of Detected Changes From Multitemporal High-Res Xband SAR Images: Intensity and Texture Descriptors From SuperPixels.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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

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

Estimating accurate water levels for rivers and reservoirs by using SAR products: A multitemporal analysis.
Pattern Recognit. Lett., 2016

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

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

Temporal-and Spatial-Driven Video Summarization Using Optimum-Path Forest.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

Bag of Genres for Video Retrieval.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 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

UNIFESP at MediaEval 2016: Predicting Media Interestingness Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Deforestation change detection using high-resolution multi-temporal X-Band SAR images and supervised learning classification.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

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

Bag-of-Genres for Video Genre Retrieval.
CoRR, 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


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

Supervised Video Genre Classification Using Optimum-Path Forest.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

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

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

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

Static Video Summarization through Optimum-Path Forest Clustering.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

Unsupervised Manifold Learning for Video Genre Retrieval.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

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

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

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

Shape-based time series analysis for remote phenology studies.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 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
VISON: VIdeo Summarization for ONline applications.
Pattern Recognit. Lett., 2012

A visual approach for video geocoding using bag-of-scenes.
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

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

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
Content-based retrieval of compressed videos.
PhD thesis, 2011

Spam filtering: how the dimensionality reduction affects the accuracy of Naive Bayes classifiers.
J. Internet Serv. Appl., 2011

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

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

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

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

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

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

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

Filtering spams using the minimum description length principle.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Probabilistic anti-spam filtering with dimensionality reduction.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

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

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

Evaluation of Approaches for Dimensionality Reduction Applied with Naive Bayes Anti-Spam Filters.
Proceedings of the International Conference on Machine Learning and Applications, 2009

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

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


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