2022
Conditional Reconstruction for Open-Set Semantic Segmentation Journal Article
In: 2022 IEEE International Conference on Image Processing (ICIP), pp. 946-950, 2022.
Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples Journal Article
In: IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2022.
Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets Journal Article
In: 2022 ACM Conference on Fairness, Accountability, and Transparency, pp. 2189-2205, 2022.
FuSS: Fusing Superpixels for Improved Segmentation Consistency Journal Article
In: arXiv preprint arXiv:2206.02714, 2022.
Facing the Void: Overcoming Missing Data in Multi-View Imagery Journal Article
In: arXiv preprint arXiv:2205.10592, 2022.
The IEEE GRSS Brazil Chapter: 2020 Activities [Chapters] Journal Article
In: IEEE Geoscience and Remote Sensing Magazine, vol. 10, no. 1, pp. 354-360, 2022.
Weakly Supervised Few-Shot Segmentation Via Meta-Learning Journal Article
In: IEEE Transactions on Multimedia, 2022.
2021
Water tank and swimming pool detection based on remote sensing and deep learning: Relationship with socioeconomic level and applications in dengue control Journal Article
In: (Public Library of Science) Plos one , vol. 16, no. 12, pp. e0258681, 2021.
Learning to Segment Medical Images from Few-Shot Sparse Labels Journal Article
In: arXiv preprint arXiv:2108.05476, pp. 89-96, 2021.
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation Journal Article
In: 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 278-285, 2021.
Semantic segmentation with multi-source domain adaptation for radiological images Journal Article
In: Anais Estendidos do XXXIV Conference on Graphics, Patterns and Images, pp. 98-104, 2021.
Open Set Semantic Segmentation for Multitemporal Crop Recognition Journal Article
In: IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1-5, 2021.
Opening Deep Neural Networks with Generative Models Journal Article
In: arXiv preprint arXiv:2105.10013, 2021.
An introduction to deep morphological networks Journal Article
In: IEEE Access, 2021.
Fully convolutional open set segmentation Journal Article
In: Machine Learning, pp. 1–52, 2021.
Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery Journal Article
In: Precision Agriculture, vol. 22, pp. 1171-1188, 2021.
A genetic algorithm approach for image representation learning through color quantization Journal Article
In: Multimedia Tools and Applications, vol. 80, no. 10, pp. 15315–15350, 2021.
Semantic segmentation of tree-canopy in urban environment with pixel-wise deep learning Journal Article
In: Remote Sensing, vol. 13, no. 16, pp. 3054, 2021.
Weakly Supervised Medical Image Segmentation Journal Article
In: arXiv preprint arXiv:2108.05476, 2021.
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation Journal Article
In: arXiv e-prints, pp. arXiv–2108, 2021.
2020
Truly generalizable radiograph segmentation with conditional domain adaptation Journal Article
In: IEEE Access, vol. 8, pp. 84037–84062, 2020.
Towards open-set semantic segmentation of aerial images Proceedings Article
In: 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), pp. 16–21, IEEE 2020.
From video pornography to cancer cells: a tensor framework for spatiotemporal description Journal Article
In: Multimedia Tools and Applications, vol. 79, no. 19, pp. 13919–13949, 2020.
BrazilDAM: A benchmark dataset for tailings dam detection Proceedings Article
In: 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), pp. 339–344, IEEE 2020.
An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation Journal Article
In: arXiv e-prints, pp. arXiv–2003, 2020.
A Soft Computing Approach for Selecting and Combining Spectral Bands Journal Article
In: Remote Sensing, vol. 12, no. 14, pp. 2267, 2020.
AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification Journal Article
In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 488–503, 2020.
From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays Journal Article
In: Pattern Recognition Letters, vol. 140, pp. 10–17, 2020.
Integrating time and space in tropical phenology to track climate change Proceedings Article
In: AGU Fall Meeting Abstracts, pp. B051–0001, 2020.
A New Similarity Space Tailored for Supervised Deep Metric Learning Journal Article
In: arXiv preprint arXiv:2011.08325, 2020.
Facing erosion identification in railway lines using pixel-wise deep-based approaches Journal Article
In: Remote Sensing, vol. 12, no. 4, pp. 739, 2020.
Motion-based representations for activity recognition Proceedings Article
In: Anais Estendidos do XXXIII Conference on Graphics, Patterns and Images, pp. 84–90, SBC 2020.
Going deep into remote sensing spatial feature learning Proceedings Article
In: Anais Estendidos do XXXIII Conference on Graphics, Patterns and Images, pp. 98–104, SBC 2020.
IEEE GRSS Brazil Chapter: Status and Activities in 2019 [Chapters] Journal Article
In: IEEE Geoscience and Remote Sensing Magazine, vol. 8, no. 4, pp. 144–151, 2020.
Water Tanks and Swimming Pools Detection in Satellite Images: Exploiting Shallow and Deep-Based Strategies Proceedings Article
In: Anais do XVI Workshop de Vis~ao Computacional, pp. 117–122, SBC 2020.
2019
Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks Journal Article
In: IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 10, pp. 1665–1669, 2019.
A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping Proceedings Article
In: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings, pp. 72, Springer 2019.
Skelemotion: A new representation of skeleton joint sequences based on motion information for 3d action recognition Proceedings Article
In: 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), pp. 1–8, IEEE 2019.
Magnitude-Orientation Stream network and depth information applied to activity recognition Journal Article
In: Journal of Visual Communication and Image Representation, vol. 63, pp. 102596, 2019.
Dynamic multicontext segmentation of remote sensing images based on convolutional networks Journal Article
In: IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 10, pp. 7503–7520, 2019.
FASTensor: A tensor framework for spatiotemporal description Proceedings Article
In: Anais Estendidos da XXXII Conference on Graphics, Patterns and Images, pp. 28–34, SBC 2019.
A tool for bridge detection in major infrastructure works using satellite images Proceedings Article
In: 2019 XV Workshop de Vis~ao Computacional (WVC), pp. 72–77, IEEE 2019.
Evaluating Deep Contextual Description of Superpixels for Detection in Aerial Images Proceedings Article
In: IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium, pp. 254–257, IEEE 2019.
How effective is super-resolution to improve dense labelling of coarse resolution imagery? Proceedings Article
In: 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 202–209, IEEE 2019.
Open set semantic egmentation of remote sensing images Journal Article
In: 2019.
Mapping the unseen: exploiting super-resolution for semantic segmentation in low-resolution images Journal Article
In: 2019.
2018
Exploiting ConvNet diversity for flooding identification Journal Article
In: IEEE Geoscience and Remote Sensing Letters, vol. 15, no. 9, pp. 1446–1450, 2018.
Statistical Measures from Co-occurrence of Codewords for Action Recognition. Proceedings Article
In: VISIGRAPP (5: VISAPP), pp. 301–308, 2018.
On the ensemble of multiscale object-based classifiers for aerial images: a comparative study Journal Article
In: Multimedia Tools and Applications, vol. 77, no. 19, pp. 24565–24592, 2018.
A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping Journal Article
In: arXiv preprint arXiv:1806.02400, 2018.
A benchmark methodology for child pornography detection Proceedings Article
In: 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 455–462, IEEE 2018.
A soft computing framework for image classification based on recurrence plots Journal Article
In: IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 2, pp. 320–324, 2018.
Deep transfer learning for segmentation of anatomical structures in chest radiographs Proceedings Article
In: 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 204–211, IEEE 2018.
Correcting misaligned rural building annotations in open street map using convolutional neural networks evidence Proceedings Article
In: IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium, pp. 1284–1287, IEEE 2018.
Superpixel Context Description based on Visual Words Co-Occurrence Matrix Proceedings Article
In: IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium, pp. 6199–6202, IEEE 2018.
A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping Proceedings Article
In: Iberoamerican Congress on Pattern Recognition, pp. 72–80, Springer, Cham 2018.
Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images Proceedings Article
In: Iberoamerican Congress on Pattern Recognition, pp. 690–698, Springer, Cham 2018.
2017
Towards better exploiting convolutional neural networks for remote sensing scene classification Journal Article
In: Pattern Recognition, vol. 61, pp. 539–556, 2017.
Star: A Contextual Description of Superpixels for Remote Sensing Image Classification Proceedings Article
In: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8--11, 2016, Proceedings, pp. 300, Springer 2017.
Data-driven feature characterization techniques for laser printer attribution Journal Article
In: IEEE Transactions on Information Forensics and Security, vol. 12, no. 8, pp. 1860–1873, 2017.
Introducing digital cameras to monitor plant phenology in the tropics: applications for conservation Journal Article
In: Perspectives in Ecology and Conservation, vol. 15, no. 2, pp. 82–90, 2017.
Activity recognition based on a magnitude-orientation stream network Proceedings Article
In: 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 47–54, IEEE 2017.
Deep contextual description of superpixels for aerial urban scenes classification Proceedings Article
In: 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3027–3031, IEEE 2017.
Data-Driven Flood Detection using Neural Networks. Proceedings Article
In: MediaEval, 2017.
Learning deep features on multiple scales for coffee crop recognition Proceedings Article
In: 2017 30th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 262–268, IEEE 2017.
A Color Quantization Optimization Approach for Image Representation Learning Journal Article
In: arXiv preprint arXiv:1711.06809, 2017.
Combination techniques for hyperspectral image interpretation Proceedings Article
In: 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3648–3651, IEEE 2017.
Fusion of genetic-programming-based indices in hyperspectral image classification tasks Proceedings Article
In: 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 554–557, IEEE 2017.
Semantic segmentation of vegetation images acquired by unmanned aerial vehicles using an ensemble of convnets Proceedings Article
In: 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3787–3790, Ieee 2017.
Post classification smoothing in sub-decimeter resolution images with semi-supervised label propagation Proceedings Article
In: 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 3688–3691, IEEE 2017.
Fusion of genetic-programming-based indices in hyperspectral image classification tasks Proceedings Article
In: IEEE international geoscience and remote sensing symposium proceedings, Institute of Electrical and Electronics Engineers 2017.
2016
Pointwise and pairwise clothing annotation: combining features from social media Journal Article
In: Multimedia Tools and Applications, vol. 75, no. 7, pp. 4083–4113, 2016.
Phenological visual rhythms: Compact representations for fine-grained plant species identification Journal Article
In: Pattern Recognition Letters, vol. 81, pp. 90–100, 2016.
Multi-directional and multi-scale perturbation approaches for blind forensic median filtering detection Journal Article
In: Intelligent Data Analysis, vol. 20, no. s1, pp. S17–S36, 2016.
Behavior knowledge space-based fusion for copy--move forgery detection Journal Article
In: IEEE Transactions on Image Processing, vol. 25, no. 10, pp. 4729–4742, 2016.
Information Theory-Based Detection of Noisy Bit Planes in Medical Images Proceedings Article
In: 2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 32–39, IEEE 2016.
Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor Proceedings Article
In: 2016 23rd International Conference on Pattern Recognition (ICPR), pp. 1947–1952, IEEE 2016.
RECOD@ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects. Proceedings Article
In: MediaEval, 2016.
Learning to semantically segment high-resolution remote sensing images Proceedings Article
In: 2016 23rd International Conference on Pattern Recognition (ICPR), pp. 3566–3571, IEEE 2016.
Towards vegetation species discrimination by using data-driven descriptors Proceedings Article
In: 2016 9th IAPR Workshop on Pattern Recogniton in Remote Sensing (PRRS), pp. 1–6, Ieee 2016.
Learning to combine spectral indices with genetic programming Proceedings Article
In: 2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 408–415, IEEE 2016.
A boosting-based approach for remote sensing multimodal image classification Proceedings Article
In: 2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 416–423, IEEE 2016.
Star: A contextual description of superpixels for remote sensing image classification Proceedings Article
In: Iberoamerican Congress on Pattern Recognition, pp. 300–308, Springer, Cham 2016.
Meat adulteration detection through digital image analysis of histological cuts using LBP Journal Article
In: arXiv preprint arXiv:1611.02260, 2016.
2016 9TH IAPR WORKSHOP ON PATTERN RECOGNITION IN REMOTE SENSING, PRRS 2016 Journal Article
In: 2016.
2015
Laser printer attribution: Exploring new features and beyond Journal Article
In: Forensic science international, vol. 247, pp. 105–125, 2015.
A Multi-objective Approach for Building Hyperspectral Remote Sensed Image Classifier Combiners Proceedings Article
In: International Conference on Evolutionary Multi-Criterion Optimization, pp. 544–556, Springer, Cham 2015.
Deriving vegetation indices for phenology analysis using genetic programming Journal Article
In: Ecological Informatics, vol. 26, pp. 61–69, 2015.
Efficient Unsupervised Band Selection Through Spectral Rhythms Journal Article
In: 2015.
Do deep features generalize from everyday objects to remote sensing and aerial scenes domains? Proceedings Article
In: Proceedings of the IEEE conference on computer vision and pattern recognition workshops, pp. 44–51, 2015.
Contextual superpixel description for remote sensing image classification Proceedings Article
In: 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pp. 1132–1135, IEEE 2015.
A Computational Infrastructure Model for Research on Computer Vision Proceedings Article
In: Anais do IX Brazilian e-Science Workshop, pp. 21–30, SBC 2015.
An experimental comparison of feature extraction and distance metrics for image retrieval Proceedings Article
In: XXVIII Conference on Graphics, Patterns and Images (SIBGRAPI). Salvador, Brazil, 2015.
Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks Proceedings Article
In: SIBGRAPI 2015 -- Conference on Graphics, Patterns and Images, Salvador, Brazil, 2015., 2015.
A study on low-cost representations for image feature extraction on mobile devices Proceedings Article
In: Iberoamerican Congress on Pattern Recognition, pp. 424–431, Springer, Cham 2015.
Coffee crop recognition using multi-scale convolutional neural networks Proceedings Article
In: Iberoamerican Congress on Pattern Recognition, pp. 67–74, Springer, Cham 2015.
RECOD@ Placing Task of MediaEval 2015. Proceedings Article
In: MediaEval, 2015.
A multiclass approach for land-cover mapping by using multiple data sensors Proceedings Article
In: Iberoamerican Congress on Pattern Recognition, pp. 59–66, Springer, Cham 2015.
Statistical and deep learning algorithms for annotating and parsing clothing items in fashion photographs Journal Article
In: Dissertation, 2015.
Facing The Challenges Of Tracking Tropical Phenology At Several Scales In Time And Space Proceedings Article
In: AGU Fall Meeting Abstracts, pp. B23K–04, 2015.
Facing The Challenges Of Tracking Tropical Phenology At Several Scales In Time And Space Proceedings Article
In: 2015 AGU Fall Meeting, AGU 2015.
2014
Applying machine learning based on multiscale classifiers to detect remote phenology patterns in cerrado savanna trees Journal Article
In: Ecological Informatics, vol. 23, pp. 49–61, 2014.
A framework for selection and fusion of pattern classifiers in multimedia recognition Journal Article
In: Pattern Recognition Letters, vol. 39, pp. 52–64, 2014.
Rank aggregation for pattern classifier selection in remote sensing images Journal Article
In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 4, pp. 1103–1115, 2014.
Learning to rank similar apparel styles with economically-efficient rule-based active learning Proceedings Article
In: Proceedings of International Conference on Multimedia Retrieval, pp. 361–368, 2014.
Unsupervised hyperspectral band selection based on spectral rhythm analysis Proceedings Article
In: 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images, pp. 157–164, IEEE 2014.
Superpixel-based interactive classification of very high resolution images Proceedings Article
In: 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images, pp. 173–179, IEEE 2014.
Efficient and effective hierarchical feature propagation Journal Article
In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 12, pp. 4632–4643, 2014.
Phenological event detection by visual rhythms dissimilarity analysis Proceedings Article
In: 2014 IEEE 10th International Conference on e-Science, pp. 263–270, Ieee 2014.
e-Phenology: monitoring leaf phenology and tracking climate changes in the tropics Proceedings Article
In: EGU General Assembly Conference Abstracts, pp. 12020, 2014.
2013
Interactive multiscale classification of high-resolution remote sensing images Journal Article
In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 6, no. 4, pp. 2020–2034, 2013.
Classifier selection based on the correlation of diversity measures: When fewer is more Proceedings Article
In: 2013 XXVI Conference on Graphics, Patterns and Images, pp. 16–23, IEEE 2013.
Nature-inspired framework for hyperspectral band selection Journal Article
In: IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 4, pp. 2126–2137, 2013.
Semi-automatic classification of remote sensing images PhD Thesis
Université de Cergy Pontoise, 2013.
Remote sensing image representation based on hierarchical histogram propagation Proceedings Article
In: 2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, pp. 2982–2985, IEEE 2013.
Plant species identification with phenological visual rhythms Proceedings Article
In: 2013 IEEE 9th International Conference on e-Science, pp. 148–154, Ieee 2013.
Shape-based time series analysis for remote phenology studies Proceedings Article
In: 2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, pp. 3598–3601, Ieee 2013.
Visual rhythm-based time series analysis for phenology studies Proceedings Article
In: 2013 IEEE International Conference on Image Processing, pp. 4412–4416, Ieee 2013.
Ensemble of classifiers for remote sensed hyperspectral land cover analysis: An approach based on linear programming and weighted linear combination Proceedings Article
In: 2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, pp. 4082–4085, IEEE 2013.
Remote sensing image segmentation and representation through multiscale analysis Proceedings Article
In: 2013 26th Conference on Graphics, Patterns and Images Tutorials, pp. 23–30, IEEE 2013.
Semi-automatic classification of remote sensing images= Classificaç~ao semi-automática de imagens de sensorimento remoto Journal Article
In: 2013.
2012
Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning Journal Article
In: Computer Vision and Image Understanding, vol. 116, no. 4, pp. 510–523, 2012.
Sinimbu--Multimodal Queries to Support Biodiversity Studies Proceedings Article
In: International Conference on Computational Science and Its Applications, pp. 620–634, Springer, Berlin, Heidelberg 2012.
Automatic classifier fusion for produce recognition Proceedings Article
In: 2012 25th SIBGRAPI Conference on Graphics, Patterns and Images, pp. 252–259, IEEE 2012.
Descriptor correlation analysis for remote sensing image multi-scale classification Proceedings Article
In: Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012), pp. 3078–3081, IEEE 2012.
Improving texture description in remote sensing image multi-scale classification tasks by using visual words Proceedings Article
In: Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012), pp. 3090–3093, IEEE 2012.
Multiscale classification of remote sensing images Journal Article
In: 2012.
Remote phenology: Applying machine learning to detect phenological patterns in a cerrado savanna Proceedings Article
In: 2012 IEEE 8th International Conference on E-Science, pp. 1–8, IEEE 2012.
Automatic fusion of region-based classifiers for coffee crop recognition Proceedings Article
In: 2012 IEEE International Geoscience and Remote Sensing Symposium, pp. 2221–2224, IEEE 2012.
Hyperspectral band selection through Optimum-Path Forest and evolutionary-based algorithms Proceedings Article
In: Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International, pp. 3066–3069, IEEE 2012.
2011
A relevance feedback method based on genetic programming for classification of remote sensing images Journal Article
In: Information Sciences, vol. 181, no. 13, pp. 2671–2684, 2011.
Interactive classification of remote sensing images by using optimum-path forest and genetic programming Proceedings Article
In: Computer Analysis of Images and Patterns, pp. 300–307, Springer 2011.
Relevance feedback based on genetic programming for image retrieval Journal Article
In: Pattern Recognition Letters, vol. 32, no. 1, pp. 27–37, 2011.
Virtual bronchoscopy in the fetus: OP23. 08 Journal Article
In: Ultrasound in Obstetrics and Gynecology, vol. 38, 2011.
2010
Annotating data to support decision-making: a case study Proceedings Article
In: Proceedings of the 6th Workshop on Geographic Information Retrieval, pp. 20, ACM 2010.
Evaluating the potential of texture and color descriptors for remote sensing image retrieval and classification Journal Article
In: VISAPP 2010, pp. 203–208, 2010.
A Genetic Programming approach for coffee crop recognition Proceedings Article
In: Geoscience and Remote Sensing Symposium (IGARSS), 2010 IEEE International, pp. 3418–3421, IEEE 2010.
2009
Reconhecimento semi-automático e vetorizaçao de regioes em imagens de sensoriamento remoto PhD Thesis
Master’s thesis, Instituto de Computaçao-Unicamp. Orientador: Ricardo Torres, 2009.
Using relevance feedback for classifying remote sensing images Proceedings Article
In: Proceedings of Brazilian Remote Sensing Symposium, pp. 7909–7916, 2009.
2008
A genetic programming approach for relevance feedback in region-based image retrieval systems Proceedings Article
In: Computer Graphics and Image Processing, 2008. SIBGRAPI'08. XXI Brazilian Symposium on, pp. 155–162, IEEE 2008.
Recuperaçao de imagens: Desafios e novos rumos Journal Article
In: XXXV Seminário Integrado de Software e Hardware (SEMISH), pp. 223–237, 2008.
2006
Modelagem de Malhas Viárias Urbanas Aplicando Conceitos de Grafos Journal Article
In: Trabalho de Conclus~ao de Curso, Universidade Estadual de Mato Grosso do Sul, Mato Grosso do Sul, 2006.
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Estudo sobre modelos de rede e algoritmos de busca de caminho m'inimo para desenvolvimento de sistema para análise de malha viária urbana Journal Article
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AVALIAÇ~AO DO DESEMPENHO ACAD^EMICO DOS ALUNOS COTISTAS DA UEMS Journal Article
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Classificaçao Multi-Escala de Imagens de Sensoriamento Remoto Journal Article
In: Professora do Instituto de Computaçao-unicamp, pp. 26, 0000.
Haim Levkowitz (University of Massachussetts Lowell) Harlen Batagelo (UFABC) Helio Lopes (PUC Rio) Helio Pedrini (Unicamp) Journal Article
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Aula 10--Polimorfismo Journal Article
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Padr~oes de Projeto Journal Article
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Learning to Annotate Clothes in Everyday Photos: Multi-Modal, Multi-Label, Multi-Instance Approach Proceedings Article
In: SIBGRAPI 2014, 0000.
NPDI Find Porn: Uma Ferramenta para Detecç ao de Conte udo Pornogr áfico Journal Article
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SPECIAL ISSUE ON PATTERN RECOGNITION IN REMOTE SENSING Journal Article
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Automatic Creation of Maps by Using Multiple Data Sensors Journal Article
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A Multiclass Approach for Land-Cover Mapping by Using Multiple Data Sensors Journal Article
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A Framework for Selection and Fusion of Journal Article
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Low-cost visual feature representations for image retrieval PhD Thesis
Master’s thesis, Universidade Federal de Minas Gerais, 12 2015.[Online~…, 0000.
Multimodal Classification of Remote Sensing Images Journal Article
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Contextual Description of Superpixels for Aerial Urban Scenes Classification Journal Article
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Modelagem de Malhas Viárias Urbanas Aplicando Conceitos de Grafos Journal Article
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Image Representation Learning by Color Quantization Optimization Journal Article
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Exploiting indexing structures for large scale Remote Sensing Image Classification Journal Article
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DCC029/868--Processamento Digital de Imagens, 2018 Journal Article
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A PROTOCOL FOR THE APPLICATION OF REPEATED PHOTOGRAPHY TO MONITOR VEGETATION CHANGES Journal Article
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Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation: Supplementary Material Journal Article
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XX Congreso Latinoamericano y XVI Congreso Peruano de la Ciencia del Suelo Journal Article
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Data-driven deep descriptors for fine-grained vegetation classification Journal Article
In: 0000.