Daniel C. G. Pedronette
Orcid: 0000-0002-2867-4838
According to our database1,
Daniel C. G. Pedronette
authored at least 98 papers
between 2008 and 2023.
Collaborative distances:
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Bibliography
2023
Graph Convolutional Networks based on manifold learning for semi-supervised image classification.
Comput. Vis. Image Underst., January, 2023
IEEE Trans. Image Process., 2023
Expert Syst. Appl., 2023
Self-Supervised Clustering based on Manifold Learning and Graph Convolutional Networks.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
A Meta-Feature Model for Exploiting Different Regressors to Estimate Sugarcane Crop Yield.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
Proceedings of the Sixth IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2023
Proceedings of the Sixth IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2023
2022
J. Vis. Commun. Image Represent., 2022
Image Vis. Comput., 2022
Int. J. Inf. Manag. Data Insights, 2022
Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets.
CoRR, 2022
PetroBERT: A Domain Adaptation Language Model for Oil and Gas Applications in Portuguese.
Proceedings of the Computational Processing of the Portuguese Language, 2022
A Novel Rank Correlation Measure for Manifold Learning on Image Retrieval and Person Re-ID.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2021
Pattern Recognit., 2021
Inf. Sci., 2021
Inf. Process. Manag., 2021
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021
Enhancing Shallow Neural Networks Through Fourier-based Information Fusion for Stroke Classification.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021
A Denoising Convolutional Neural Network for Self-Supervised Rank Effectiveness Estimation on Image Retrieval.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
Pattern Recognit. Lett., 2020
Concurr. Comput. Pract. Exp., 2020
Manifold Learning-based Clustering Approach Applied to Anomaly Detection in Surveillance Videos.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
IEEE Trans. Image Process., 2019
Inf. Sci., 2019
Inf. Process. Manag., 2019
Semi-supervised and active learning through Manifold Reciprocal kNN Graph for image retrieval.
Neurocomputing, 2019
Comput. Speech Lang., 2019
An Unsupervised Genetic Algorithm Framework for Rank Selection and Fusion on Image Retrieval.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019
Proceedings of the Computer Analysis of Images and Patterns, 2019
2018
ACM Trans. Multim. Comput. Commun. Appl., 2018
Pattern Recognit. Lett., 2018
Unsupervised manifold learning through reciprocal kNN graph and Connected Components for image retrieval tasks.
Pattern Recognit., 2018
Expert Syst. Appl., 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
2017
Contextual Spaces Re-Ranking: accelerating the Re-sort Ranked Lists step on heterogeneous systems.
Concurr. Comput. Pract. Exp., 2017
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 2017
2016
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
Multim. Tools Appl., 2016
A correlation graph approach for unsupervised manifold learning in image retrieval tasks.
Neurocomputing, 2016
Unsupervised Similarity Learning through Cartesian Product of Ranking References for Image Retrieval Tasks.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016
Effective Speaker Retrieval and Recognition through Vector Quantization and Unsupervised Distance Learning.
Proceedings of the 1st International Workshop on Multimedia Analysis and Retrieval for Multimodal Interaction, 2016
Diagnostic Support for Alzheimers Disease through Feature-Based Brain MRI Retrieval and Unsupervised Distance Learning.
Proceedings of the 16th IEEE International Conference on Bioinformatics and Bioengineering, 2016
2015
A semi-supervised learning algorithm for relevance feedback and collaborative image retrieval.
EURASIP J. Image Video Process., 2015
Unsupervised Effectiveness Estimation for Image Retrieval Using Reciprocal Rank Information.
Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015
Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015
2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Multim. Tools Appl., 2014
Multim. Tools Appl., 2014
Unsupervised manifold learning using Reciprocal kNN Graphs in image re-ranking and rank aggregation tasks.
Image Vis. Comput., 2014
Image segmentation through combined methods: Watershed transform, unsupervised distance learning and Normalized Cut.
Proceedings of the 2014 Southwest Symposium on Image Analysis and Interpretation, 2014
Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014
Proceedings of the International Conference on Multimedia Retrieval, 2014
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 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
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014
2013
Pattern Recognit., 2013
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013
Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013
2012
Explorando informações contextuais para reclassificação de imagens e agregação de listas em tarefas de recuperação de imagens.
PhD thesis, 2012
Inf. Sci., 2012
Int. J. Multim. Inf. Retr., 2012
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012
Proceedings of the 10th IEEE International Symposium on Parallel and Distributed Processing with Applications, 2012
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012
2011
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
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
Proceedings of the SIBGRAPI 2010, 2010
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010
2008
Proceedings of the XXIII Simpósio Brasileiro de Banco de Dados, 2008