Keiller Nogueira

According to our database, Keiller Nogueira authored at least 35 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation.

Keiller Nogueira, Mayara Maezano Faita Pinheiro, Ana Paula Marques Ramos, Wesley Nunes Gonçalves, José Marcato Junior, Jefersson A. dos Santos

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Fully convolutional open set segmentation.

Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos

Mach. Learn., May, 2023

Data-Centric Machine Learning for Geospatial Remote Sensing Data.

Ribana Roscher, Marc Rußwurm, Caroline Gevaert, Michael Kampffmeyer, Jefersson A. dos Santos, Maria Vakalopoulou, Ronny Hänsch, Stine Hansen, Keiller Nogueira, Jonathan Prexl, Devis Tuia

CoRR, 2023

Facing the Void: Overcoming Missing Data in Multi-View Imagery.

Gabriel L. S. Machado, Matheus Barros Pereira, Keiller Nogueira, Jefersson A. dos Santos

IEEE Access, 2023

NS-IL: Neuro-Symbolic Visual Question Answering Using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes.

Penny Johnston, Keiller Nogueira, Kevin Swingler

IEEE Access, 2023

GMM-IL: Image Classification Using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes.

Penny Johnston, Keiller Nogueira, Kevin Swingler

IEEE Access, 2023

Paving the Way for Automatic Mapping of Rural Roads in the Amazon Rainforest.

Lucas Costa de Faria, Matheus Brito, Keiller Nogueira, Jefersson A. dos Santos

Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture.

Diogo Nunes Gonçalves, José Marcato Jr., Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification.

Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Matheus Brito, Pedro Henrique Targino Gama, Jefersson Alex dos Santos

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images.

Pedro Zamboni, José Marcato Junior, Jonathan de Andrade Silva, Gabriela Takahashi Miyoshi, Edson Takashi Matsubara, Keiller Nogueira, Wesley Nunes Gonçalves

Remote. Sens., 2021

Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning.

José Augusto Correa Martins, Keiller Nogueira, Lucas Prado Osco, Felipe David Georges Gomes, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Diego André Sant'Ana, Ana Paula Marques Ramos, Veraldo Liesenberg, Jefersson Alex dos Santos, Paulo Tarso Sanches de Oliveira, José Marcato Junior

Remote. Sens., 2021

An Introduction to Deep Morphological Networks.

Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. dos Santos

IEEE Access, 2021

Security and Forensics Exploration of Learning-based Image Coding.

Deepayan Bhowmik, Mohamed Elawady, Keiller Nogueira

Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network.

José Augusto Correa Martins, Keiller Nogueira, Pedro Zamboni, Paulo Tarso Sanches de Oliveira, Wesley Nunes Gonçalves, Jefersson A. dos Santos, José Marcato Junior

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Facing Erosion Identification in Railway Lines Using Pixel-Wise Deep-Based Approaches.

Keiller Nogueira, Gabriel L. S. Machado, Pedro H. T. Gama, Caio C. V. da Silva, Remis Balaniuk, Jefersson A. dos Santos

Remote. Sens., 2020

AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification.

Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Pedro H. T. Gama, Jefersson A. dos Santos

CoRR, 2020

Towards Open-Set Semantic Segmentation of Aerial Images.

Caio C. V. da Silva, Keiller Nogueira, Hugo N. Oliveira, Jefersson A. dos Santos

CoRR, 2020

2019

Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks.

Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos

IEEE Trans. Geosci. Remote. Sens., 2019

Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks.

Keiller Nogueira, Jefersson A. dos Santos, Nathalia Menini, Thiago S. F. Silva, Leonor Patricia C. Morellato, Ricardo da Silva Torres

IEEE Geosci. Remote. Sens. Lett., 2019

An Introduction to Deep Morphological Networks.

Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, William Robson Schwartz, Jefersson A. dos Santos

CoRR, 2019

2018

Exploiting ConvNet Diversity for Flooding Identification.

Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Tzy Li, Jefersson A. dos Santos, Ricardo da Silva Torres

IEEE Geosci. Remote. Sens. Lett., 2018

Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks.

Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos

CoRR, 2018

2017

Towards better exploiting convolutional neural networks for remote sensing scene classification.

Keiller Nogueira, Otávio Augusto Bizetto Penatti, Jefersson A. dos Santos

Pattern Recognit., 2017

Learning Deep Features on Multiple Scales for Coffee Crop Recognition.

Rafael Baeta, Keiller Nogueira, David Menotti, Jefersson A. dos Santos

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

Data-Driven Flood Detection using Neural Networks.

Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Li, Jefersson Alex dos Santos, Ricardo da Silva Torres

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

Deep contextual description of superpixels for aerial urban scenes classification.

Tiago M. H. C. Santana, Keiller Nogueira, Alexei Manso Corrêa Machado, Jefersson A. dos Santos

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Semantic segmentation of vegetation images acquired by unmanned aerial vehicles using an ensemble of ConvNets.

Keiller Nogueira, Jefersson A. dos Santos, Leonardo Cancian, Bruno D. Borges, Thiago S. F. Silva, Leonor Patricia C. Morellato, Ricardo da Silva Torres

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Pointwise and pairwise clothing annotation: combining features from social media.

Keiller Nogueira, Adriano Alonso Veloso, Jefersson Alex dos Santos

Multim. Tools Appl., 2016

RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects.

Javier A. V. Muñoz, Lin Tzy Li, Ícaro C. Dourado, Keiller Nogueira, Samuel G. Fadel, Otávio Augusto Bizetto Penatti, Jurandy Almeida, Luís A. M. Pereira, Rodrigo Tripodi Calumby, Jefersson A. dos Santos, Ricardo da Silva Torres

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Learning to semantically segment high-resolution remote sensing images.

Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks.

Keiller Nogueira, Waner O. Miranda, Jefersson Alex dos Santos

Proceedings of the 28th SIBGRAPI Conference on Graphics, Patterns and Images, 2015

RECOD @ Placing Task of MediaEval 2015.

Lin Tzy Li, Javier A. V. Muñoz, Jurandy Almeida, Rodrigo Tripodi Calumby, Otávio Augusto Bizetto Penatti, Ícaro C. Dourado, Keiller Nogueira, Pedro Ribeiro Mendes Júnior, Luís A. M. Pereira, Daniel Carlos Guimarães Pedronette, Jefersson Alex dos Santos, Marcos André Gonçalves, Ricardo da Silva Torres

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Do deep features generalize from everyday objects to remote sensing and aerial scenes domains?

Otávio Augusto Bizetto Penatti, Keiller Nogueira, Jefersson Alex dos Santos

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks.

Keiller Nogueira, William Robson Schwartz, Jefersson Alex dos Santos

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014

Learning to Annotate Clothes in Everyday Photos: Multi-modal, Multi-label, Multi-instance Approach.

Adriano Alonso Veloso, Jefersson Alex dos Santos, Keiller Nogueira

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014