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2020 – today
- 2024
[c16]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: 8351-8361- 2023
- [j14]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: 12546-12553 (2023) - [j13]Penny Johnston, Keiller Nogueira, Kevin Swingler:
GMM-IL: Image Classification Using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes. IEEE Access 11: 25492-25501 (2023) - [j12]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: 141406-141420 (2023) - [j11]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): 1733-1784 (2023) - [c15]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: 6290-6298 - [c14]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: 181-186 - [i12]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 abs/2305.02813 (2023) - [i11]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 abs/2312.05327 (2023) - 2022
- [i10]Gabriel L. S. Machado, Keiller Nogueira, Matheus Barros Pereira, Jefersson Alex dos Santos:
Facing the Void: Overcoming Missing Data in Multi-View Imagery. CoRR abs/2205.10592 (2022) - [i9]Penny Johnston, Keiller Nogueira, Kevin Swingler:
GMM-IL: Image Classification using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes. CoRR abs/2212.00572 (2022) - 2021
- [j10]Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. dos Santos:
An Introduction to Deep Morphological Networks. IEEE Access 9: 114308-114324 (2021) - [j9]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): 2482 (2021) - [j8]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): 3054 (2021) - [j7]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: 488-503 (2021) - [c13]José Augusto Correa Martins, Keiller Nogueira, Pedro Zamboni, Paulo Tarso Sanches de Oliveira, Wesley Nunes Gonçalves, Jefersson A. dos Santos, José Marcato Junior:
Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network. IGARSS 2021: 6932-6935 - [c12]Deepayan Bhowmik, Mohamed Elawady, Keiller Nogueira:
Security and Forensics Exploration of Learning-based Image Coding. VCIP 2021: 1-5 - 2020
- [j6]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): 739 (2020) - [i8]Caio C. V. da Silva, Keiller Nogueira, Hugo N. Oliveira, Jefersson A. dos Santos:
Towards Open-Set Semantic Segmentation of Aerial Images. CoRR abs/2001.10063 (2020) - [i7]Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos:
Fully Convolutional Open Set Segmentation. CoRR abs/2006.14673 (2020) - [i6]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 abs/2008.01133 (2020)
2010 – 2019
- 2019
- [j5]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): 1665-1669 (2019) - [j4]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): 7503-7520 (2019) - [i5]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 abs/1903.00774 (2019) - [i4]Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, William Robson Schwartz, Jefersson A. dos Santos:
An Introduction to Deep Morphological Networks. CoRR abs/1906.01751 (2019) - 2018
- [j3]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): 1446-1450 (2018) - [i3]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 abs/1804.04020 (2018) - 2017
- [j2]Keiller Nogueira, Otávio Augusto Bizetto Penatti, Jefersson A. dos Santos:
Towards better exploiting convolutional neural networks for remote sensing scene classification. Pattern Recognit. 61: 539-556 (2017) - [c11]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: 3027-3031 - [c10]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: 3787-3790 - [c9]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 - [c8]Rafael Baeta, Keiller Nogueira, David Menotti, Jefersson A. dos Santos:
Learning Deep Features on Multiple Scales for Coffee Crop Recognition. SIBGRAPI 2017: 262-268 - [i2]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 abs/1711.03564 (2017) - 2016
- [j1]Keiller Nogueira, Adriano Alonso Veloso, Jefersson Alex dos Santos:
Pointwise and pairwise clothing annotation: combining features from social media. Multim. Tools Appl. 75(7): 4083-4113 (2016) - [c7]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: 3566-3571 - [c6]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 - [i1]Keiller Nogueira, Otávio Augusto Bizetto Penatti, Jefersson Alex dos Santos:
Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification. CoRR abs/1602.01517 (2016) - 2015
- [c5]Keiller Nogueira, William Robson Schwartz, Jefersson Alex dos Santos:
Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks. CIARP 2015: 67-74 - [c4]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: 44-51 - [c3]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 - [c2]Keiller Nogueira, Waner O. Miranda, Jefersson Alex dos Santos:
Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks. SIBGRAPI 2015: 289-296 - 2014
- [c1]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: 327-334
Coauthor Index
aka: Jefersson Alex dos Santos
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