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Introducing digital cameras to monitor plant phenology in the tropics: applications for conservation

Perspectives in ecology and conservation, 2017-04, Vol.15 (2), p.82-90

2017

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OPFSumm: on the video summarization using Optimum-Path Forest

Multimedia tools and applications, 2020-04, Vol.79 (15-16), p.11195-11211

2020

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Using phenological cameras to track the green up in a cerrado savanna and its on-the-ground validation

Ecological informatics, 2014-01, Vol.19, p.62-70

2014

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Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees

Ecological informatics, 2014-09, Vol.23, p.49-61

2014

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Exploring Alternative Data Augmentation Methods in Dysarthric Automatic Speech Recognition

2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS), 2024, p.243-248

2024

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Low-budget label query through domain alignment enforcement

Computer vision and image understanding, 2022-09, Vol.222, p.103485, Article 103485

2022

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Productive Crop Field Detection: A New Dataset and Deep Learning Benchmark Results

IEEE geoscience and remote sensing letters, 2023-01, Vol.20, p.1-1

2023

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Edited nearest neighbour for selecting keyframe summaries of egocentric videos

Journal of visual communication and image representation, 2018-04, Vol.52, p.118-130

2018

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Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain

2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2020, p.62-68

2020

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A scalable re-ranking method for content-based image retrieval

Information sciences, 2014-05, Vol.265, p.91-104

2014

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An optimized unsupervised manifold learning algorithm for manycore architectures

Information sciences, 2019-09, Vol.496, p.410-430

2019

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Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking

IEEE transactions on image processing, 2019-12, Vol.28 (12), p.5824-5838

2019

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CV-C3D: Action Recognition on Compressed Videos with Convolutional 3D Networks

2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2019, p.24-30

2019

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Spam filtering: how the dimensionality reduction affects the accuracy of Naive Bayes classifiers

Journal of internet services and applications, 2011-02, Vol.1 (3), p.183-200

2011

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Online video summarization on compressed domain

Journal of visual communication and image representation, 2013-08, Vol.24 (6), p.729-738

2013

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Less Is More: Accelerating Faster Neural Networks Straight from JPEG

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, p.237-247

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Weakly supervised learning based on hypergraph manifold ranking

Journal of visual communication and image representation, 2022-11, Vol.89, p.103666, Article 103666

2022

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The Good, The Bad, and The Ugly: Neural Networks Straight From JPEG

2020 IEEE International Conference on Image Processing (ICIP), 2020, p.1896-1900

2020

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Mixup-Based Deep Metric Learning Approaches for Incomplete Supervision

2022 IEEE International Conference on Image Processing (ICIP), 2022, p.2581-2585

2022

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PhenoVis – A tool for visual phenological analysis of digital camera images using chronological percentage maps

Information sciences, 2016-12, Vol.372, p.181-195

2016

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Representation Learning for Image Retrieval through 3D CNN and Manifold Ranking

2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2021, p.417-424

2021

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Unsupervised Similarity Learning through Rank Correlation and kNN Sets

ACM transactions on multimedia computing communications and applications, 2018-11, Vol.14 (4), p.1-23, Article 80

2018

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Modeling plant phenology database: Blending near-surface remote phenology with on-the-ground observations

Ecological engineering, 2016-06, Vol.91, p.396-408

2016

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Classification of Detected Changes From Multitemporal High-Res Xband SAR Images: Intensity and Texture Descriptors From SuperPixels

IEEE journal of selected topics in applied earth observations and remote sensing, 2016-12, Vol.9 (12), p.5436-5448

2016

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Budget-Aware Pruning for Multi-domain Learning

Image Analysis and Processing - ICIAP 2023, 2023, Vol.14234, p.477-489

2023

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Introducing digital cameras to monitor plant phenology in the tropics: applications for conservation

OPFSumm: on the video summarization using Optimum-Path Forest

Using phenological cameras to track the green up in a cerrado savanna and its on-the-ground validation

Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees

Exploring Alternative Data Augmentation Methods in Dysarthric Automatic Speech Recognition

Low-budget label query through domain alignment enforcement

Productive Crop Field Detection: A New Dataset and Deep Learning Benchmark Results

Edited nearest neighbour for selecting keyframe summaries of egocentric videos

Faster and Accurate Compressed Video Action Recognition Straight from the Frequency Domain

A scalable re-ranking method for content-based image retrieval

An optimized unsupervised manifold learning algorithm for manycore architectures

Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking

CV-C3D: Action Recognition on Compressed Videos with Convolutional 3D Networks

Spam filtering: how the dimensionality reduction affects the accuracy of Naive Bayes classifiers

Online video summarization on compressed domain

Less Is More: Accelerating Faster Neural Networks Straight from JPEG

Weakly supervised learning based on hypergraph manifold ranking

The Good, The Bad, and The Ugly: Neural Networks Straight From JPEG

Mixup-Based Deep Metric Learning Approaches for Incomplete Supervision

PhenoVis – A tool for visual phenological analysis of digital camera images using chronological percentage maps

Representation Learning for Image Retrieval through 3D CNN and Manifold Ranking

Unsupervised Similarity Learning through Rank Correlation and kNN Sets

Modeling plant phenology database: Blending near-surface remote phenology with on-the-ground observations

Classification of Detected Changes From Multitemporal High-Res Xband SAR Images: Intensity and Texture Descriptors From SuperPixels

Budget-Aware Pruning for Multi-domain Learning

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