Jefersson A. dos Santos

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 83

Top Topics

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

Pedro H. V. Valois, João Macedo, Leo S. F. Ribeiro, Jefersson A. dos Santos, Sandra Avila
Leveraging Self-Supervised Learning for Scene Recognition in Child Sexual Abuse Imagery. CoRR (2024)
Cristiano N. Rodrigues, Ian Monteiro Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos
From superpixels to foundational models: An overview of unsupervised and generalizable image segmentation. Comput. Graph. 123 (2024)
Ian Monteiro Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos
FuSC: Fusing Superpixels for Improved Semantic Consistency. IEEE Access 12 (2024)
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)
Mauren Louise Sguario Coelho de Andrade, Anderson Paulino Souza, Bruno Oliveira, Maria Clara Starling, Camila Costa Amorim, Jefersson A. dos Santos
Exploring Unsupervised Domain Adaptation Approaches for Water Parameters Estimation from Satellite Images. VISIGRAPP (2): VISAPP (2024)
Arthur B. A. Pinto, Jefersson A. dos Santos, Hugo N. Oliveira, Alexei M. C. Machado
CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation. VISIGRAPP (4: VISAPP) (2023)
Thiago Carvalho, Jorge Andres Chamorro Martinez, Hugo N. Oliveira, Jefersson A. dos Santos, Raul Queiroz Feitosa
Outlier Exposure for Open Set Crop Recognition From Multitemporal Image Sequences. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Ian Nunes, Camila Laranjeira, Hugo N. Oliveira, Jefersson A. dos Santos
A systematic review on open-set segmentation. Comput. Graph. 115 (2023)
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)
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)
Pedro H. Barros, Fabiane Queiroz, Flávio Figueiredo, Jefersson A. dos Santos, Heitor S. Ramos
A New Similarity Space Tailored for Supervised Deep Metric Learning. ACM Trans. Intell. Syst. Technol. 14 (1) (2023)
Jefersson A. dos Santos, Antônio L. Apolinário Jr., Fabio Miranda, Cosimo Distante
Foreword to Special Section on SIBGRAPI 2022. Pattern Recognit. Lett. 175 (2023)
Pedro H. T. Gama, Hugo N. Oliveira, José Marcato Junior, Jefersson A. dos Santos
Weakly Supervised Few-Shot Segmentation via Meta-Learning. IEEE Trans. Multim. 25 (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)
Pedro Henrique Targino Gama, Hugo N. Oliveira, Jefersson A. dos Santos, Roberto M. Cesar
An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation. Comput. Graph. 113 (2023)
Camila Laranjeira, Daniel Andrade, Jefersson A. dos Santos
YOLOv7 for Mosquito Breeding Grounds Detection and Tracking. CoRR (2023)
Antônio Lopes Apolinário, Jefersson A. dos Santos, Fabio Miranda, Cosimo Distante
Foreword to special section on SIBGRAPI 2022. Comput. Graph. 114 (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)
Jorge Andres Chamorro Martinez, Hugo N. Oliveira, Jefersson A. dos Santos, Raul Queiroz Feitosa
Open Set Semantic Segmentation for Multitemporal Crop Recognition. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Camila Laranjeira, João Macedo, Sandra Avila, Jefersson A. dos Santos
Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. CoRR (2022)
Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
Conditional Reconstruction for Open-Set Semantic Segmentation. ICIP (2022)
Hugo N. Oliveira, Roberto M. Cesar Jr., Pedro H. T. Gama, Jefersson A. dos Santos
Domain Generalization in Medical Image Segmentation via Meta-Learners. SIBGRAPI (2022)
Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
FuSS: Fusing Superpixels for Improved Segmentation Consistency. CoRR (2022)
Ian Nunes, Marcus Poggi, Hugo N. Oliveira, Matheus Barros Pereira, Jefersson A. dos Santos
Deep Open-Set Segmentation in Visual Learning. SIBGRAPI (2022)
Bruno A. A. Monteiro, Hugo N. Oliveira, Jefersson A. dos Santos
Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
Conditional Reconstruction for Open-set Semantic Segmentation. 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 H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos
Learning to Segment Medical Images from Few-Shot Sparse Labels. SIBGRAPI (2021)
Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos
Opening Deep Neural Networks With Generative Models. ICIP (2021)
Érico Marco D. A. Pereira, Ricardo da Silva Torres, Jefersson A. dos Santos
A genetic algorithm approach for image representation learning through color quantization. Multim. Tools Appl. 80 (10) (2021)
Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos
Learning to Segment Medical Images from Few-Shot Sparse Labels. CoRR (2021)
Pedro H. T. Gama, Hugo N. Oliveira, José Marcato Junior, Jefersson A. dos Santos
Weakly Supervised Few-Shot Segmentation Via Meta-Learning. CoRR (2021)
Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. dos Santos
An Introduction to Deep Morphological Networks. IEEE Access 9 (2021)
Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos
Opening Deep Neural Networks with Generative Models. CoRR (2021)
Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos
Truly Generalizable Radiograph Segmentation With Conditional Domain Adaptation. IEEE Access 8 (2020)
Juan Felipe Hernandez Albarracin, Rafael S. Oliveira, Marina Hirota, Jefersson A. dos Santos, Ricardo da Silva Torres
A Soft Computing Approach for Selecting and Combining Spectral Bands. Remote. Sens. 12 (14) (2020)
Juan Felipe Hernandez Albarracin, Rafael S. Oliveira, Marina Hirota, Jefersson A. dos Santos, Ricardo da Silva Torres
A Soft Computing Approach for Selecting and Combining Spectral Bands. CoRR (2020)
Edemir Ferreira, Matheus Brito, Remis Balaniuk, Mário S. Alvim, Jefersson A. dos Santos
BrazilDAM: A Benchmark dataset for Tailings Dam Detection. CoRR (2020)
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)
Virgínia Fernandes Mota, Hugo Neves de Oliveira, Sérgio Scalzo, Dalton Dittz, Reginaldo J. Santos, Jefersson A. dos Santos, Arnaldo de Albuquerque Araújo
From video pornography to cancer cells: a tensor framework for spatiotemporal description. Multim. Tools Appl. 79 (19-20) (2020)
Pedro H. Barros, Fabiane Queiroz, Flavio Figueredo, Jefersson A. dos Santos, Heitor S. Ramos
A New Similarity Space Tailored for Supervised Deep Metric Learning. CoRR (2020)
Hugo Neves de Oliveira, Virgínia Fernandes Mota, Alexei Manso Corrêa Machado, Jefersson A. dos Santos
From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays. Pattern Recognit. Lett. 140 (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)
Carlos Caetano, Victor Hugo Cunha de Melo, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
Magnitude-Orientation Stream network and depth information applied to activity recognition. J. Vis. Commun. Image Represent. 63 (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. IEEE Geosci. Remote. Sens. Lett. 16 (10) (2019)
Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition. AVSS (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)
Nathalia Menini, Alexandre E. Almeida, Rubens A. C. Lamparelli, Guerric le Maire, Jefersson A. dos Santos, Hélio Pedrini, Marina Hirota, Ricardo da Silva Torres
A Soft Computing Framework for Image Classification Based on Recurrence Plots. IEEE Geosci. Remote. Sens. Lett. 16 (2) (2019)
Matheus Barros Pereira, Jefersson A. dos Santos
How Effective Is Super-Resolution to Improve Dense Labelling of Coarse Resolution Imagery? SIBGRAPI (2019)
Eduardo A. Tavares, Ricardo da Silva Torres, Jefersson A. dos Santos
Evaluating Deep Contextual Description of Superpixels for Detection in Aerial Images. IGARSS (2019)
Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition. CoRR (2019)
Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos
Conditional Domain Adaptation GANs for Biomedical Image Segmentation. CoRR (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)
Tiago M. H. C. Santana, Ricardo da Silva Torres, Jefersson A. dos Santos
Superpixel Context Description based on Visual Words Co-Occurrence Matrix. IGARSS (2018)
Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz
Statistical Measures from Co-occurrence of Codewords for Action Recognition. VISIGRAPP (5: VISAPP) (2018)
John E. Vargas-Munoz, Diego Marcos, Sylvain Lobry, Jefersson A. dos Santos, Alexandre X. Falcão, Devis Tuia
Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence. IGARSS (2018)
Hugo N. Oliveira, Jefersson A. dos Santos
Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs. SIBGRAPI (2018)
Edemir Ferreira, Mário S. Alvim, Jefersson A. dos Santos
A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping. CoRR (2018)
João Macedo, Filipe Costa, Jefersson A. dos Santos
A Benchmark Methodology for Child Pornography Detection. SIBGRAPI (2018)
John E. Vargas-Munoz, Devis Tuia, Jefersson A. dos Santos, Alexandre X. Falcão
Post classification smoothing in sub-decimeter resolution images with semi-supervised label propagation. IGARSS (2017)
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)
Juan Felipe Hernandez Albarracin, Edemir Ferreira de Andrade Jr., Jefersson A. dos Santos, Ricardo da Silva Torres
Fusion of genetic-programming-based indices in hyperspectral image classification tasks. IGARSS (2017)
Carlos Caetano, Victor Hugo Cunha de Melo, Jefersson A. dos Santos, William Robson Schwartz
Activity Recognition based on a Magnitude-Orientation Stream Network. CoRR (2017)
Érico Marco D. A. Pereira, Jefersson A. dos Santos
A Color Quantization Optimization Approach for Image Representation Learning. CoRR (2017)
Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos, William Robson Schwartz, David Menotti
Combination techniques for hyperspectral image interpretation. 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)
Carlos Antônio Caetano Jr., Victor Hugo Cunha de Melo, Jefersson A. dos Santos, William Robson Schwartz
Activity Recognition Based on a Magnitude-Orientation Stream Network. SIBGRAPI (2017)
Anselmo Ferreira, Luca Bondi, Luca Baroffio, Paolo Bestagini, Jiwu Huang, Jefersson A. dos Santos, Stefano Tubaro, Anderson Rocha
Data-Driven Feature Characterization Techniques for Laser Printer Attribution. IEEE Trans. Inf. Forensics Secur. 12 (8) (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 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)
Tiago M. H. C. Santana, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos
Star: A Contextual Description of Superpixels for Remote Sensing Image Classification. CIARP (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)
Anselmo Ferreira, Siovani Cintra Felipussi, Carlos Alfaro, Pablo Fonseca, John E. Vargas-Munoz, Jefersson A. dos Santos, Anderson Rocha
Behavior Knowledge Space-Based Fusion for Copy-Move Forgery Detection. IEEE Trans. Image Process. 25 (10) (2016)
Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz
Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor. ICPR (2016)
Anselmo Ferreira, Jefersson A. dos Santos, Anderson Rocha
Multi-directional and multi-scale perturbation approaches for blind forensic median filtering detection. Intell. Data Anal. 20 (s1) (2016)
Jurandy Almeida, Jefersson A. dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres
Phenological visual rhythms: Compact representations for fine-grained plant species identification. Pattern Recognit. Lett. 81 (2016)
João J. de Macedo Neto, Jefersson A. dos Santos, William Robson Schwartz
Meat adulteration detection through digital image analysis of histological cuts using LBP. CoRR (2016)
John E. Vargas, Alexandre X. Falcão, Jefersson A. dos Santos, Júlio César Dalla Mora Esquerdo, Alexandre Camargo Coutinho, João Francisco Gonçalves Antunes
Contextual superpixel description for remote sensing image classification. IGARSS (2015)
Ramon F. Pessoa, William Robson Schwartz, Jefersson A. dos Santos
A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices. CIARP (2015)
Sandro Luiz Jailson Lopes Tinôco, David Menotti, Jefersson A. dos Santos, Gladston J. P. Moreira
A Multi-objective Approach for Building Hyperspectral Remote Sensed Image Classifier Combiners. EMO (2) (2015)
Fábio Augusto Faria, Daniel C. G. Pedronette, Jefersson A. dos Santos, Anderson Rocha, Ricardo da Silva Torres
Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)
Jefersson A. dos Santos, Otávio A. B. Penatti, Philippe-Henri Gosselin, Alexandre X. Falcão, Sylvie Philipp-Foliguet, Ricardo da Silva Torres
Efficient and Effective Hierarchical Feature Propagation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (12) (2014)
Jefersson A. dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão
Improving texture description in remote sensing image multi-scale classification tasks by using visual words. ICPR (2012)
Jefersson A. dos Santos, Fábio Augusto Faria, Ricardo da Silva Torres, Anderson Rocha, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão
Descriptor correlation analysis for remote sensing image multi-scale classification. ICPR (2012)
Jefersson A. dos Santos, Cristiano D. Ferreira, Ricardo da Silva Torres, Marcos André Gonçalves, Rubens A. C. Lamparelli
A relevance feedback method based on genetic programming for classification of remote sensing images. Inf. Sci. 181 (13) (2011)
Cristiano D. Ferreira, Jefersson A. dos Santos, Ricardo da Silva Torres, Marcos André Gonçalves, Rodrigo Carvalho Rezende, Weiguo Fan
Relevance feedback based on genetic programming for image retrieval. Pattern Recognit. Lett. 32 (1) (2011)