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Keiller Nogueira · SciRah

Researcher profile · Semantic Scholar

Keiller Nogueira

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Keiller Nogueira — researcher profile on SciRah

h-index: 17
Works: 50
Citations: 2,506

Most-cited papers

Towards better exploiting convolutional neural networks for remote sensing scene classification
Keiller Nogueira, O. A. B. Penatti, J. D. dos Santos
2016Pattern Recognition884 citations Open access
Semantic Scholar
Do deep features generalize from everyday objects to remote sensing and aerial scenes domains?
O. A. B. Penatti, Keiller Nogueira, J. D. dos Santos
20152015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)711 citations Open access
Semantic Scholar
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks
Keiller Nogueira, M. Dalla Mura, J. Chanussot, W. Schwartz +1 more
2018IEEE Transactions on Geoscience and Remote Sensing147 citations Open access
Semantic Scholar
Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning
J. Martins, Keiller Nogueira, L. Osco, Felipe David Georges Gomes +8 more
2021Remote Sensing80 citations Open access
Semantic Scholar
Exploiting ConvNet Diversity for Flooding Identification
Keiller Nogueira, Samuel G. Fadel, Í. C. Dourado, Rafael de O. Werneck +6 more
2017IEEE Geoscience and Remote Sensing Letters74 citations Open access
Semantic Scholar
Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery
L. Osco, Keiller Nogueira, Ana Paula Marques Ramos, Mayara Maezano Faita Pinheiro +5 more
2021Precision Agriculture71 citations
Semantic Scholar
Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks
Keiller Nogueira, Waner O. Miranda, J. D. dos Santos
2015SIBGRAPI Conference on Graphics, Patterns and Images49 citations
Semantic Scholar
An Introduction to Deep Morphological Networks
Keiller Nogueira, J. Chanussot, M. Mura, W. Schwartz +1 more
2019IEEE Access44 citations Open access
Semantic Scholar
Better, Not Just More: Data-centric machine learning for Earth observation
R. Roscher, Marc Rußwurm, C. Gevaert, Michael C. Kampffmeyer +7 more
2023IEEE Geoscience and Remote Sensing Magazine41 citations Open access
Semantic Scholar
Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images
Pedro Zamboni, J. Marcato, Jonathan de Andrade Silva, G. Miyoshi +3 more
2021Remote Sensing39 citations Open access
Semantic Scholar
Fully convolutional open set segmentation
H. Oliveira, C. Silva, Gabriel L. S. Machado, Keiller Nogueira +1 more
2020Machine-mediated learning34 citations Open access
Semantic Scholar
Learning to semantically segment high-resolution remote sensing images
Keiller Nogueira, M. Dalla Mura, J. Chanussot, W. Schwartz +1 more
2016International Conference on Pattern Recognition32 citations Open access
Semantic Scholar
AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification
Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, H. Oliveira +3 more
2020IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing30 citations Open access
Semantic Scholar
Data-Driven Flood Detection using Neural Networks
Keiller Nogueira, Samuel G. Fadel, Í. C. Dourado, Rafael de Oliveira Werneck +6 more
2017MediaEval Benchmarking Initiative for Multimedia Evaluation26 citations
Semantic Scholar
Towards vegetation species discrimination by using data-driven descriptors
Keiller Nogueira, J. D. dos Santos, Tamires Fornazari, T. S. F. Silva +2 more
20162016 9th IAPR Workshop on Pattern Recogniton in Remote Sensing (PRRS)25 citations
Semantic Scholar
Towards Open-Set Semantic Segmentation Of Aerial Images
C. D. da Silva, Keiller Nogueira, H. Oliveira, J. D. dos Santos
20202020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS)23 citations Open access
Semantic Scholar
Integrating remote sensing and machine learning to detect turbidity anomalies in hydroelectric reservoirs.
A. P. Souza, B. Oliveira, Mauren L. Andrade, M. Starling +5 more
2023Science of the Total Environment19 citations Open access
Semantic Scholar
Learning Deep Features on Multiple Scales for Coffee Crop Recognition
Rafael Baeta, Keiller Nogueira, David Menotti, J. A. dos Santos
2017SIBGRAPI Conference on Graphics, Patterns and Images17 citations
Semantic Scholar
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture
D. Gonçalves, J. Marcato, Pedro Zamboni, H. Pistori +3 more
20232023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)16 citations Open access
Semantic Scholar
Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks
Keiller Nogueira, J. D. dos Santos, Nathalia Menini, T. S. Silva +2 more
2019IEEE Geoscience and Remote Sensing Letters15 citations Open access
Semantic Scholar
Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks
Keiller Nogueira, W. Schwartz, J. D. dos Santos
2015Iberoamerican Congress on Pattern Recognition14 citations Open access
Semantic Scholar
Semantic segmentation of vegetation images acquired by unmanned aerial vehicles using an ensemble of ConvNets
Keiller Nogueira, J. D. dos Santos, L. Cancian, Bruno D. Borges +3 more
2017IEEE International Geoscience and Remote Sensing Symposium11 citations Open access
Semantic Scholar
Data-Centric Machine Learning for Geospatial Remote Sensing Data
R. Roscher, Marc Rußwurm, C. Gevaert, Michael Kampffmeyer +7 more
2023arXiv.org10 citations
Semantic Scholar
A Tool for Bridge Detection in Major Infrastructure Works Using Satellite Images
Keiller Nogueira, C. César, P. H. Gama, Gabriel L. S. Machado +1 more
20192019 XV Workshop de Visão Computacional (WVC)9 citations
Semantic Scholar
Pointwise and pairwise clothing annotation: combining features from social media
Keiller Nogueira, Adriano Veloso, J. D. dos Santos
2015Multimedia tools and applications9 citations
Semantic Scholar
Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation
Keiller Nogueira, Mayara Maezano Faita-Pinheiro, Ana Paula Marques Ramos, W. Gonçalves +2 more
2024IEEE Workshop/Winter Conference on Applications of Computer Vision8 citations
Semantic Scholar
Facing Erosion Identification in Railway Lines Using Pixel-Wise Deep-Based Approaches
Keiller Nogueira, Gabriel L. S. Machado, P. H. Gama, C. D. da Silva +2 more
2020Remote Sensing8 citations Open access
Semantic Scholar
Deep contextual description of superpixels for aerial urban scenes classification
Tiago M. H. C. Santana, Keiller Nogueira, A. Machado, J. D. dos Santos
2017IEEE International Geoscience and Remote Sensing Symposium8 citations
Semantic Scholar
NS-IL: Neuro-Symbolic Visual Question Answering Using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes
Penny Johnston, Keiller Nogueira, Kevin Swingler
2023IEEE Access7 citations Open access
Semantic Scholar
Facing the Void: Overcoming Missing Data in Multi-View Imagery
Gabriel L. S. Machado, Keiller Nogueira, M. B. Pereira, J. D. dos Santos
2022IEEE Access6 citations Open access
Semantic Scholar
RECOD @ Placing Task of MediaEval 2015
L. T. Li, Javier A. V. Muñoz, J. Almeida, R. Calumby +9 more
2015MediaEval Benchmarking Initiative for Multimedia Evaluation6 citations
Semantic Scholar
Security and Forensics Exploration of Learning-based Image Coding
Deepayan Bhowmik, Mohamed Elawady, Keiller Nogueira
2021Visual Communications and Image Processing5 citations Open access
Semantic Scholar
GMM-IL: Image Classification Using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes
P. Johnston, Keiller Nogueira, Kevin Swingler
2022IEEE Access4 citations Open access
Semantic Scholar
Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network
J. Martins, Keiller Nogueira, Pedro Zamboni, P. T. D. de Oliveira +3 more
20212021 IEEE International Geoscience and Remote Sensing Symposium IGARSS4 citations
Semantic Scholar
RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects
Javier A. V. Muñoz, L. T. Li, Í. C. Dourado, Keiller Nogueira +7 more
2016MediaEval Benchmarking Initiative for Multimedia Evaluation4 citations
Semantic Scholar
Learning to Annotate Clothes in Everyday Photos: Multi-modal, Multi-label, Multi-instance Approach
Adriano Veloso, J. D. dos Santos, Keiller Nogueira
2014SIBGRAPI Conference on Graphics, Patterns and Images4 citations
Semantic Scholar
Core-Set Selection for Data-Efficient Land Cover Segmentation
Keiller Nogueira, Akram Zaytar, Wanli Ma, R. Roscher +8 more
2025IEEE Access3 citations Open access
Semantic Scholar
Automatic mapping of high-risk urban areas for Aedes aegypti infestation based on building facade image analysis
Camila Laranjeira, Matheus Pereira, R. Oliveira, G. Barbosa +9 more
2023medRxiv3 citations Open access
Semantic Scholar
Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks
Keiller Nogueira, M. Mura, J. Chanussot, W. Schwartz +1 more
2018arXiv.org2 citations
Semantic Scholar
Data-Centric Benchmark for Label Noise Estimation and Ranking in Remote Sensing Image Segmentation
Keiller Nogueira, Codruț-Andrei Diaconu, D. Kerekes, Jakob Gawlikowski +8 more
2026arXiv.org1 citations
Semantic Scholar
Deep learning on segmenting large and narrow rivers with aerial RGB imagery: A comparison of convolutional and Vision-Transformer networks
Mayara Maezano Faita Pinheiro, Lucas Yuri Dutra de Oliveira, Thiago Edgar Bauce Venancio, Keiller Nogueira +5 more
2026Remote Sensing Applications Society and Environment1 citations Open access
Semantic Scholar
Data-centric benchmark for label noise estimation and ranking in remote sensing Binary building segmentation
Keiller Nogueira, Codruț-Andrei Diaconu, D. Kerekes, Jakob Gawlikowski +8 more
2026Neurocomputing1 citations Open access
Semantic Scholar
A Computational Infrastructure Model for Research on Computer Vision
A. Nazaré, Marco Túlio Alves N. Rodrigues, V. H. Melo, A. Correia +6 more
20151 citations Open access
Semantic Scholar
An uncertainty-aware Deep Learning approach for rapid burned area mapping using high-resolution PlanetScope multispectral imagery
Maximilian Jaderson de Melo, Thiago Edgar Bauce Venancio, Lucas Yuri Dutra de Oliveira, Keiller Nogueira +5 more
2026Ecological Informatics0 citations Open access
Semantic Scholar
Corrigendum to “An uncertainty-aware Deep Learning approach for rapid burned area mapping using high-resolution PlanetScope multispectral imagery” [Ecol. Inform. 97 (2026), 103939]
Maximilian Jaderson de Melo, Thiago Edgar Bauce Venancio, Lucas Yuri Dutra de Oliveira, Keiller Nogueira +5 more
2026Ecological Informatics0 citations Open access
Semantic Scholar
Dealing with the unknown: Open-set deep learning enables realistic tree species mapping in a Brazilian Woodland Savanna formation
Gustavo Fiedler Rossi, Marcelo Antonio Pinho Ferreira, M. Fuza, Herbert Lincon Rodrigues Alves-dos-Santos +8 more
2026Ecological Informatics0 citations Open access
Semantic Scholar
Paving the Way for Automatic Mapping of Rural Roads in the Amazon Rainforest
Lucas Costa de Faria, Matheus Brito, Keiller Nogueira, J. D. dos Santos
2023SIBGRAPI Conference on Graphics, Patterns and Images0 citations
Semantic Scholar
Noninvasive Low‐cost Method to Identify Armadillos' Burrows: A Machine Learning Approach
T. Rodrigues, Keiller Nogueira, Adriano Garcia Chiarello
2021Wildlife Society bulletin0 citations
Semantic Scholar
Going Deep into Remote Sensing Spatial Feature Learning
Keiller Nogueira, W. Schwartz, J. D. dos Santos
20200 citations Open access
Semantic Scholar
Abordagens de aprendizado estatístico e profundo para os problemas de decomposição e anotação de peças de roupas em fotografias de moda
Keiller Nogueira
20150 citations
Semantic Scholar

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