Keiller Nogueira

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 41

Top Topics

Semantic Segmentation

Convolutional Neural Networks

Top Venues

Publications

Keiller Nogueira, Mayara Maezano Faita Pinheiro, Ana Paula Marques Ramos, Wesley Nunes Gonçalves, José Marcato Junior, Jefersson A. dos Santos
Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation. WACV (2024)
Ribana Roscher, Marc Rußwurm, Caroline Gevaert, Michael Kampffmeyer, Jefersson A. dos Santos, Maria Vakalopoulou, Ronny Hänsch, Stine Hansen, Keiller Nogueira, Jonathan Prexl, Devis Tuia
Data-Centric Machine Learning for Geospatial Remote Sensing Data. CoRR (2023)
Penny Johnston, Keiller Nogueira, Kevin Swingler
NS-IL: Neuro-Symbolic Visual Question Answering Using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes. IEEE Access 11 (2023)
Lucas Costa de Faria, Matheus Brito, Keiller Nogueira, Jefersson A. dos Santos
Paving the Way for Automatic Mapping of Rural Roads in the Amazon Rainforest. SIBGRAPI (2023)
Diogo Nunes Gonçalves, José Marcato Junior, Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CoRR (2023)
Diogo Nunes Gonçalves, José Marcato Jr., Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CVPR Workshops (2023)
Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos
Fully convolutional open set segmentation. Mach. Learn. 112 (5) (2023)
Penny Johnston, Keiller Nogueira, Kevin Swingler
GMM-IL: Image Classification Using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes. IEEE Access 11 (2023)
Gabriel L. S. Machado, Matheus Barros Pereira, Keiller Nogueira, Jefersson A. dos Santos
Facing the Void: Overcoming Missing Data in Multi-View Imagery. IEEE Access 11 (2023)
Penny Johnston, Keiller Nogueira, Kevin Swingler
GMM-IL: Image Classification using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes. CoRR (2022)
Gabriel L. S. Machado, Keiller Nogueira, Matheus Barros Pereira, Jefersson Alex dos Santos
Facing the Void: Overcoming Missing Data in Multi-View Imagery. CoRR (2022)
José Augusto Correa Martins, Keiller Nogueira, Pedro Zamboni, Paulo Tarso Sanches de Oliveira, Wesley Nunes Gonçalves, Jefersson A. dos Santos, José Lopes Marcato
Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network. IGARSS (2021)
Pedro Zamboni, José Marcato Junior, Jonathan de Andrade Silva, Gabriela Takahashi Miyoshi, Edson Takashi Matsubara, Keiller Nogueira, Wesley Nunes Gonçalves
Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images. Remote. Sens. 13 (13) (2021)
Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Matheus Brito, Pedro Henrique Targino Gama, Jefersson Alex dos Santos
AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Deepayan Bhowmik, Mohamed Elawady, Keiller Nogueira
Security and Forensics Exploration of Learning-based Image Coding. VCIP (2021)
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
Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning. Remote. Sens. 13 (16) (2021)
Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. dos Santos
An Introduction to Deep Morphological Networks. IEEE Access 9 (2021)
Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Pedro H. T. Gama, Jefersson A. dos Santos
AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification. CoRR (2020)
Caio C. V. da Silva, Keiller Nogueira, Hugo N. Oliveira, Jefersson A. dos Santos
Towards Open-Set Semantic Segmentation of Aerial Images. CoRR (2020)
Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos
Fully Convolutional Open Set Segmentation. CoRR (2020)
Keiller Nogueira, Gabriel L. S. Machado, Pedro H. T. Gama, Caio C. V. da Silva, Remis Balaniuk, Jefersson A. dos Santos
Facing Erosion Identification in Railway Lines Using Pixel-Wise Deep-Based Approaches. Remote. Sens. 12 (4) (2020)
Keiller Nogueira, Jefersson A. dos Santos, Nathalia Menini, Thiago S. F. Silva, Leonor Patricia C. Morellato, Ricardo da Silva Torres
Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks. IEEE Geosci. Remote. Sens. Lett. 16 (10) (2019)
Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, William Robson Schwartz, Jefersson A. dos Santos
An Introduction to Deep Morphological Networks. CoRR (2019)
Keiller Nogueira, Jefersson A. dos Santos, Nathalia Menini, Thiago S. F. Silva, Leonor Patricia C. Morellato, Ricardo da Silva Torres
Spatio-Temporal Vegetation Pixel Classification By Using Convolutional Networks. CoRR (2019)
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos
Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos
Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks. CoRR (2018)
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
Exploiting ConvNet Diversity for Flooding Identification. IEEE Geosci. Remote. Sens. Lett. 15 (9) (2018)
Keiller Nogueira, Jefersson A. dos Santos, Leonardo Cancian, Bruno D. Borges, Thiago S. F. Silva, Leonor Patricia C. Morellato, Ricardo da Silva Torres
Semantic segmentation of vegetation images acquired by unmanned aerial vehicles using an ensemble of ConvNets. IGARSS (2017)
Keiller Nogueira, Otávio Augusto Bizetto Penatti, Jefersson A. dos Santos
Towards better exploiting convolutional neural networks for remote sensing scene classification. Pattern Recognit. 61 (2017)
Rafael Baeta, Keiller Nogueira, David Menotti, Jefersson A. dos Santos
Learning Deep Features on Multiple Scales for Coffee Crop Recognition. SIBGRAPI (2017)
Tiago M. H. C. Santana, Keiller Nogueira, Alexei Manso Corrêa Machado, Jefersson A. dos Santos
Deep contextual description of superpixels for aerial urban scenes classification. IGARSS (2017)
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
Data-Driven Flood Detection using Neural Networks. MediaEval (2017)
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
Exploiting ConvNet Diversity for Flooding Identification. CoRR (2017)
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
RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects. MediaEval (2016)
Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos
Learning to semantically segment high-resolution remote sensing images. ICPR (2016)
Keiller Nogueira, Adriano Alonso Veloso, Jefersson Alex dos Santos
Pointwise and pairwise clothing annotation: combining features from social media. Multim. Tools Appl. 75 (7) (2016)
Keiller Nogueira, Otávio Augusto Bizetto Penatti, Jefersson Alex dos Santos
Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification. CoRR (2016)
Keiller Nogueira, William Robson Schwartz, Jefersson Alex dos Santos
Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks. CIARP (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
RECOD @ Placing Task of MediaEval 2015. MediaEval (2015)
Keiller Nogueira, Waner O. Miranda, Jefersson Alex dos Santos
Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks. SIBGRAPI (2015)
Otávio Augusto Bizetto Penatti, Keiller Nogueira, Jefersson Alex dos Santos
Do deep features generalize from everyday objects to remote sensing and aerial scenes domains? CVPR Workshops (2015)
Adriano Alonso Veloso, Jefersson Alex dos Santos, Keiller Nogueira
Learning to Annotate Clothes in Everyday Photos: Multi-modal, Multi-label, Multi-instance Approach. SIBGRAPI (2014)