Keiller Nogueira

45 papers A 1B 1C 5Journal 29Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Core-Set Selection for Data-Efficient Land Cover Segmentation. IEEE Access Keiller Nogueira, Akram Zaytar, Wanli Ma, Ribana Roscher, Ronny Hänsch, Caleb Robinson, Anthony Ortiz, Simone Fobi, Rahul Dodhia, Juan M. Lavista Ferres, Oktay Karakus, Paul L. Rosin
2026	J	`jnl`	Data-Centric Benchmark for Label Noise Estimation and Ranking in Remote Sensing Image Segmentation. CoRR Keiller Nogueira, Codrut-Andrei Diaconu, Dávid Kerekes, Jakob Gawlikowski, Cédric Léonard, Nassim Ait Ali Braham, June Moh Goo, Zichao Zeng, Zhipeng Liu, Pallavi Jain, Andrea Nascetti, Ronny Hänsch
2025	J	`jnl`	Core-Set Selection for Data-efficient Land Cover Segmentation. CoRR Keiller Nogueira, Akram Zaytar, Wanli Ma, Ribana Roscher, Ronny Hänsch, Caleb Robinson, Anthony Ortiz, Simone Fobi Nsutezo, Rahul Dodhia, Juan M. Lavista Ferres, Oktay Karakus, Paul L. Rosin
2024	A	`conf`	Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation. WACV Keiller Nogueira, Mayara Maezano Faita Pinheiro, Ana Paula Marques Ramos, Wesley Nunes Gonçalves, José Marcato Junior, Jefersson A. dos Santos
2023	J	`jnl`	Data-Centric Machine Learning for Geospatial Remote Sensing Data. CoRR Ribana Roscher, Marc Rußwurm, Caroline Gevaert, Michael Kampffmeyer, Jefersson A. dos Santos, Maria Vakalopoulou, Ronny Hänsch, Stine Hansen, Keiller Nogueira, Jonathan Prexl, Devis Tuia
2023	J	`jnl`	Facing the Void: Overcoming Missing Data in Multi-View Imagery. IEEE Access Gabriel L. S. Machado, Matheus Barros Pereira, Keiller Nogueira, Jefersson A. dos Santos
2023	J	`jnl`	Fully convolutional open set segmentation. Mach. Learn. Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos
2023	J	`jnl`	GMM-IL: Image Classification Using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes. IEEE Access Penny Johnston, Keiller Nogueira, Kevin Swingler
2023	—	`conf`	MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CVPR Workshops Diogo Nunes Gonçalves, José Marcato Jr., Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves
2023	J	`jnl`	MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CoRR Diogo Nunes Gonçalves, José Marcato Junior, Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves
2023	J	`jnl`	NS-IL: Neuro-Symbolic Visual Question Answering Using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes. IEEE Access Penny Johnston, Keiller Nogueira, Kevin Swingler
2023	—	`conf`	Paving the Way for Automatic Mapping of Rural Roads in the Amazon Rainforest. SIBGRAPI Lucas Costa de Faria, Matheus Brito, Keiller Nogueira, Jefersson A. dos Santos
2022	J	`jnl`	Facing the Void: Overcoming Missing Data in Multi-View Imagery. CoRR Gabriel L. S. Machado, Keiller Nogueira, Matheus Barros Pereira, Jefersson Alex dos Santos
2022	J	`jnl`	GMM-IL: Image Classification using Incrementally Learnt, Independent Probabilistic Models for Small Sample Sizes. CoRR Penny Johnston, Keiller Nogueira, Kevin Swingler
2021	J	`jnl`	AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Matheus Brito, Pedro Henrique Targino Gama, Jefersson Alex dos Santos
2021	J	`jnl`	An Introduction to Deep Morphological Networks. IEEE Access Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. dos Santos
2021	J	`jnl`	Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images. Remote. Sens. Pedro Zamboni, José Marcato Junior, Jonathan de Andrade Silva, Gabriela Takahashi Miyoshi, Edson Takashi Matsubara, Keiller Nogueira, Wesley Nunes Gonçalves
2021	C	`conf`	Security and Forensics Exploration of Learning-based Image Coding. VCIP Deepayan Bhowmik, Mohamed Elawady, Keiller Nogueira
2021	C	`conf`	Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network. IGARSS José Augusto Correa Martins, Keiller Nogueira, Pedro Zamboni, Paulo Tarso Sanches de Oliveira, Wesley Nunes Gonçalves, Jefersson A. dos Santos, José Marcato Junior
2021	J	`jnl`	Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning. Remote. Sens. 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
2020	J	`jnl`	AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification. CoRR Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Pedro H. T. Gama, Jefersson A. dos Santos
2020	J	`jnl`	Facing Erosion Identification in Railway Lines Using Pixel-Wise Deep-Based Approaches. Remote. Sens. Keiller Nogueira, Gabriel L. S. Machado, Pedro H. T. Gama, Caio C. V. da Silva, Remis Balaniuk, Jefersson A. dos Santos
2020	J	`jnl`	Fully Convolutional Open Set Segmentation. CoRR Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos
2020	J	`jnl`	Towards Open-Set Semantic Segmentation of Aerial Images. CoRR Caio C. V. da Silva, Keiller Nogueira, Hugo N. Oliveira, Jefersson A. dos Santos
2019	J	`jnl`	An Introduction to Deep Morphological Networks. CoRR Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, William Robson Schwartz, Jefersson A. dos Santos
2019	J	`jnl`	Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. IEEE Trans. Geosci. Remote. Sens. Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos
2019	J	`jnl`	Spatio-Temporal Vegetation Pixel Classification By Using Convolutional Networks. CoRR Keiller Nogueira, Jefersson A. dos Santos, Nathalia Menini, Thiago S. F. Silva, Leonor Patricia C. Morellato, Ricardo da Silva Torres
2019	J	`jnl`	Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks. IEEE Geosci. Remote. Sens. Lett. Keiller Nogueira, Jefersson A. dos Santos, Nathalia Menini, Thiago S. F. Silva, Leonor Patricia C. Morellato, Ricardo da Silva Torres
2018	J	`jnl`	Dynamic Multi-Scale Semantic Segmentation based on Dilated Convolutional Networks. CoRR Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos
2018	J	`jnl`	Exploiting ConvNet Diversity for Flooding Identification. IEEE Geosci. Remote. Sens. Lett. 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
2017	—	`conf`	Data-Driven Flood Detection using Neural Networks. MediaEval 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
2017	C	`conf`	Deep contextual description of superpixels for aerial urban scenes classification. IGARSS Tiago M. H. C. Santana, Keiller Nogueira, Alexei Manso Corrêa Machado, Jefersson A. dos Santos
2017	J	`jnl`	Exploiting ConvNet Diversity for Flooding Identification. CoRR 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
2017	—	`conf`	Learning Deep Features on Multiple Scales for Coffee Crop Recognition. SIBGRAPI Rafael Baeta, Keiller Nogueira, David Menotti, Jefersson A. dos Santos
2017	C	`conf`	Semantic segmentation of vegetation images acquired by unmanned aerial vehicles using an ensemble of ConvNets. IGARSS Keiller Nogueira, Jefersson A. dos Santos, Leonardo Cancian, Bruno D. Borges, Thiago S. F. Silva, Leonor Patricia C. Morellato, Ricardo da Silva Torres
2017	J	`jnl`	Towards better exploiting convolutional neural networks for remote sensing scene classification. Pattern Recognit. Keiller Nogueira, Otávio Augusto Bizetto Penatti, Jefersson A. dos Santos
2016	B	`conf`	Learning to semantically segment high-resolution remote sensing images. ICPR Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson A. dos Santos
2016	J	`jnl`	Pointwise and pairwise clothing annotation: combining features from social media. Multim. Tools Appl. Keiller Nogueira, Adriano Alonso Veloso, Jefersson Alex dos Santos
2016	—	`conf`	RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects. MediaEval 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
2016	J	`jnl`	Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification. CoRR Keiller Nogueira, Otávio Augusto Bizetto Penatti, Jefersson Alex dos Santos
2015	C	`conf`	Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks. CIARP Keiller Nogueira, William Robson Schwartz, Jefersson Alex dos Santos
2015	—	`conf`	Do deep features generalize from everyday objects to remote sensing and aerial scenes domains? CVPR Workshops Otávio Augusto Bizetto Penatti, Keiller Nogueira, Jefersson Alex dos Santos
2015	—	`conf`	Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks. SIBGRAPI Keiller Nogueira, Waner O. Miranda, Jefersson Alex dos Santos
2015	—	`conf`	RECOD @ Placing Task of MediaEval 2015. MediaEval 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
2014	—	`conf`	Learning to Annotate Clothes in Everyday Photos: Multi-modal, Multi-label, Multi-instance Approach. SIBGRAPI Adriano Alonso Veloso, Jefersson Alex dos Santos, Keiller Nogueira