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ORCIDJefersson A. dos Santos
Jefersson Alex dos Santos
Person information
- affiliation: Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- affiliation (PhD 2013): University of Campinas, Sao Paulo, Brazil
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Books and Theses
- 2013
[b1]Jefersson Alex dos Santos:
Classificação semi-automática de imagens de sensorimento remoto. University of Campinas, Brazil, 2013
Journal Articles
- 2024
- [j45]Ian Monteiro Nunes
, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos:
FuSC: Fusing Superpixels for Improved Semantic Consistency. IEEE Access 12: 20232-20250 (2024) - 2023
- [j44]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) - [j43]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: 77-88 (2023) - [j42]Antônio Lopes Apolinário, Jefersson A. dos Santos, Fabio Miranda, Cosimo Distante:
Foreword to special section on SIBGRAPI 2022. Comput. Graph. 114: 4- (2023) - [j41]Ian Nunes, Camila Laranjeira, Hugo N. Oliveira, Jefersson A. dos Santos:
A systematic review on open-set segmentation. Comput. Graph. 115: 296-308 (2023) - [j40]Thiago M. 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: 1-5 (2023) - [j39]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) - [j38]Jefersson A. dos Santos, Antônio L. Apolinário Jr., Fabio Miranda, Cosimo Distante:
Foreword to Special Section on SIBGRAPI 2022. Pattern Recognit. Lett. 175: 81-82 (2023) - [j37]Pedro H. Barros, Fabiane Queiroz, Flavio V. D. de 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): 16:1-16:25 (2023) - [j36]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: 1784-1797 (2023) - 2022
- [j35]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: 1-5 (2022) - [j34]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: 1-5 (2022) - 2021
- [j33]Keiller Nogueira, Jocelyn Chanussot, Mauro Dalla Mura, Jefersson A. dos Santos:
An Introduction to Deep Morphological Networks. IEEE Access 9: 114308-114324 (2021) - [j32]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): 15315-15350 (2021) - [j31]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) - [j30]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) - 2020
- [j29]Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos:
Truly Generalizable Radiograph Segmentation With Conditional Domain Adaptation. IEEE Access 8: 84037-84062 (2020) - [j28]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): 13919-13949 (2020) - [j27]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: 10-17 (2020) - [j26]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) - [j25]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): 2267 (2020) - 2019
- [j24]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) - [j23]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): 320-324 (2019) - [j22]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) - [j21]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) - 2018
- [j20]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) - [j19]Agnaldo Aparecido Esmael, Jefersson Alex dos Santos, Ricardo da Silva Torres:
On the ensemble of multiscale object-based classifiers for aerial images: a comparative study. Multim. Tools Appl. 77(19): 24565-24592 (2018) - 2017
- [j18]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) - [j17]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): 1860-1873 (2017) - 2016
- [j16]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): S17-S36 (2016) - [j15]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) - [j14]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: 90-100 (2016) - [j13]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): 4729-4742 (2016) - 2015
- [j12]Jurandy Almeida, Jefersson Alex dos Santos, Waner O. Miranda, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres:
Deriving vegetation indices for phenology analysis using genetic programming. Ecol. Informatics 26(3): 61-69 (2015) - [j11]Lilian Chaves Brandao dos Santos, Silvio Jamil Ferzoli Guimarães, Jefersson Alex dos Santos:
Efficient Unsupervised Band Selection Through Spectral Rhythms. IEEE J. Sel. Top. Signal Process. 9(6): 1016-1025 (2015) - 2014
- [j10]Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Ricardo da Silva Torres, Leonor Patricia C. Morellato:
Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees. Ecol. Informatics 23: 49-61 (2014) - [j9]Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres:
A framework for selection and fusion of pattern classifiers in multimedia recognition. Pattern Recognit. Lett. 39: 52-64 (2014) - [j8]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): 1103-1115 (2014) - [j7]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): 4632-4643 (2014) - [j6]Rodrigo Y. M. Nakamura, Leila Maria Garcia Fonseca, Jefersson Alex dos Santos, Ricardo da Silva Torres, Xin-She Yang, João P. Papa:
Nature-Inspired Framework for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. 52(4): 2126-2137 (2014) - 2013
- [j5]Jefersson Alex dos Santos, Philippe-Henri Gosselin, Sylvie Philipp-Foliguet, Ricardo da Silva Torres, Alexandre Xavier Falcão:
Interactive Multiscale Classification of High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 6(4): 2020-2034 (2013) - 2012
- [j4]André Tavares da Silva, Jefersson Alex dos Santos, Alexandre X. Falcão, Ricardo da Silva Torres, Léo Pini Magalhães:
Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning. Comput. Vis. Image Underst. 116(4): 510-523 (2012) - [j3]Jefersson Alex dos Santos, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Ricardo da Silva Torres, Alexandre X. Falcão:
Multiscale Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 50(10): 3764-3775 (2012) - 2011
- [j2]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): 2671-2684 (2011) - [j1]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): 27-37 (2011)
Conference and Workshop Papers
- 2024
- [c70]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: 861-868 - [c69]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
- [c68]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 - [c67]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: 715-726 - 2022
- [c66]Camila Laranjeira da Silva, João Macedo, Sandra Avila, Jefersson A. dos Santos:
Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. FAccT 2022: 2189-2205 - [c65]Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi:
Conditional Reconstruction for Open-Set Semantic Segmentation. ICIP 2022: 946-950 - [c64]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: 288-293 - [c63]Ian Nunes, Marcus Poggi, Hugo N. Oliveira, Matheus Barros Pereira, Jefersson A. dos Santos:
Deep Open-Set Segmentation in Visual Learning. SIBGRAPI 2022: 314-319 - 2021
- [c62]Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos:
Opening Deep Neural Networks With Generative Models. ICIP 2021: 1314-1318 - [c61]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 - [c60]Camila Laranjeira, Virgínia Fernandes Mota, Jefersson Alex dos Santos:
Machine Learning Bias in Computer Vision: Why do I have to care? SIBGRAPI 2021: 1-8 - [c59]Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos:
Learning to Segment Medical Images from Few-Shot Sparse Labels. SIBGRAPI 2021: 89-96 - [c58]Matheus Barros Pereira, Jefersson Alex dos Santos:
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation. SIBGRAPI 2021: 278-285 - 2019
- [c57]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: 1-8 - [c56]Eduardo A. Tavares, Ricardo da Silva Torres, Jefersson A. dos Santos:
Evaluating Deep Contextual Description of Superpixels for Detection in Aerial Images. IGARSS 2019: 254-257 - [c55]Matheus Barros Pereira, Jefersson A. dos Santos:
How Effective Is Super-Resolution to Improve Dense Labelling of Coarse Resolution Imagery? SIBGRAPI 2019: 202-209 - 2018
- [c54]Edemir Ferreira, Hugo N. Oliveira, Mário Sérgio Alvim, Jefersson Alex dos Santos:
A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping. CIARP 2018: 72-80 - [c53]Hugo Neves de Oliveira, Claudio Saliba de Avelar, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos:
Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images. CIARP 2018: 690-698 - [c52]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: 1284-1287 - [c51]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: 6199-6202 - [c50]Hugo N. Oliveira, Jefersson A. dos Santos:
Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs. SIBGRAPI 2018: 204-211 - [c49]João Macedo, Filipe Costa, Jefersson A. dos Santos:
A Benchmark Methodology for Child Pornography Detection. SIBGRAPI 2018: 455-462 - [c48]Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz:
Statistical Measures from Co-occurrence of Codewords for Action Recognition. VISIGRAPP (5: VISAPP) 2018: 301-308 - 2017
- [c47]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: 554-557 - [c46]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 - [c45]Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos, William Robson Schwartz, David Menotti:
Combination techniques for hyperspectral image interpretation. IGARSS 2017: 3648-3651 - [c44]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: 3688-3691 - [c43]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 - [c42]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 - [c41]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: 47-54 - [c40]Rafael Baeta, Keiller Nogueira, David Menotti, Jefersson A. dos Santos:
Learning Deep Features on Multiple Scales for Coffee Crop Recognition. SIBGRAPI 2017: 262-268 - 2016
- [c39]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: 300-308 - [c38]Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz:
Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor. ICPR 2016: 1947-1952 - [c37]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 - [c36]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 - [c35]Hugo Neves de Oliveira, Jefersson Alex dos Santos, Matheus C. de Melo, Thaís Gaudencio do Rêgo, Leonardo Vidal Batista:
Information Theory-Based Detection of Noisy Bit Planes in Medical Images. SIBGRAPI 2016: 32-39 - [c34]Juan Felipe Hernandez Albarracin, Jefersson Alex dos Santos, Ricardo da Silva Torres:
Learning to Combine Spectral Indices with Genetic Programming. SIBGRAPI 2016: 408-415 - [c33]Edemir Ferreira de Andrade Jr., Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos:
A Boosting-Based Approach for Remote Sensing Multimodal Image Classification. SIBGRAPI 2016: 416-423 - 2015
- [c32]Edemir Ferreira de Andrade Jr., Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos:
A Multiclass Approach for Land-Cover Mapping by Using Multiple Data Sensors. CIARP 2015: 59-66 - [c31]Keiller Nogueira, William Robson Schwartz, Jefersson Alex dos Santos:
Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks. CIARP 2015: 67-74 - [c30]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: 424-431 - [c29]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 - [c28]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: 544-556 - [c27]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: 1132-1135 - [c26]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 - [c25]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
- [c24]Lilian Chaves Brandao dos Santos, Jurandy Almeida, Jefersson Alex dos Santos, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo, Bruna Alberton, Leonor Patricia Cerdeira Morellato, Ricardo da Silva Torres:
Phenological Event Detection by Visual Rhythms Dissimilarity Analysis. eScience 2014: 263-270 - [c23]Mariane Moreira, Jefersson Alex dos Santos, Adriano Veloso:
Learning to Rank Similar Apparel Styles with Economically-Efficient Rule-Based Active Learning. ICMR 2014: 361 - [c22]Lilian Chaves Brandao dos Santos, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos:
Unsupervised Hyperspectral Band Selection Based on Spectral Rhythm Analysis. SIBGRAPI 2014: 157-164 - [c21]John E. Vargas, Priscila T. M. Saito, Alexandre X. Falcão, Pedro Jussieu de Rezende, Jefersson Alex dos Santos:
Superpixel-Based Interactive Classification of Very High Resolution Images. SIBGRAPI 2014: 173-179 - [c20]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 - 2013
- [c19]Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres:
Plant Species Identification with Phenological Visual Rhythms. e-Science 2013: 148-154 - [c18]Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres:
Visual rhythm-based time series analysis for phenology studies. ICIP 2013: 4412-4416 - [c17]Jefersson Alex dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão:
Remote sensing image representation based on hierarchical histogram propagation. IGARSS 2013: 2982-2985 - [c16]Ricardo da Silva Torres, Makoto Hasegawa, Salvatore Tabbone, Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato:
Shape-based time series analysis for remote phenology studies. IGARSS 2013: 3598-3601 - [c15]Sandro Luiz Jailson Lopes Tinôco, Haroldo Gambini Santos, David Menotti, Andrey Bicalho Santos, Jefersson Alex dos Santos:
Ensemble of classifiers for remote sensed hyperspectral land cover analysis: An approach based on Linear Programming and Weighted Linear Combination. IGARSS 2013: 4082-4085 - [c14]Fábio Augusto Faria, Jefersson Alex dos Santos, Sudeep Sarkar, Anderson Rocha, Ricardo da Silva Torres:
Classifier Selection Based on the Correlation of Diversity Measures: When Fewer Is More. SIBGRAPI 2013: 16-23 - [c13]Jefersson Alex dos Santos, Ricardo da Silva Torres:
Remote Sensing Image Segmentation and Representation through Multiscale Analysis. SIBGRAPI Tutorials 2013: 23-30 - 2012
- [c12]Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Ricardo da Silva Torres, Leonor Patricia C. Morellato:
Remote phenology: Applying machine learning to detect phenological patterns in a cerrado savanna. eScience 2012: 1-8 - [c11]Gabriel de S. Fedel, Claudia Bauzer Medeiros, Jefersson Alex dos Santos:
Sinimbu - Multimodal Queries to Support Biodiversity Studies. ICCSA (1) 2012: 620-634 - [c10]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: 3078-3081 - [c9]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: 3090-3093 - [c8]Fábio Augusto Faria, Jefersson Alex dos Santos, Ricardo da Silva Torres, Anderson Rocha, Alexandre X. Falcão:
Automatic fusion of region-based classifiers for coffee crop recognition. IGARSS 2012: 2221-2224 - [c7]Rodrigo Nakamura, João Paulo Papa, Leila M. G. Fonseca, Jefersson Alex dos Santos, Ricardo da Silva Torres:
Hyperspectral band selection through Optimum-Path Forest and evolutionary-based algorithms. IGARSS 2012: 3066-3069 - [c6]Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres:
Automatic Classifier Fusion for Produce Recognition. SIBGRAPI 2012: 252-259 - 2011
- [c5]Jefersson Alex dos Santos, André Tavares da Silva, Ricardo da Silva Torres, Alexandre X. Falcão, Léo Pini Magalhães, Rubens A. C. Lamparelli:
Interactive Classification of Remote Sensing Images by Using Optimum-Path Forest and Genetic Programming. CAIP (2) 2011: 300-307 - 2010
- [c4]Carla Geovana N. Macário, Jefersson Alex dos Santos, Claudia Bauzer Medeiros, Ricardo da Silva Torres:
Annotating data to support decision-making: a case study. GIR 2010 - [c3]Jefersson Alex dos Santos, Fábio Augusto Faria, Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Rubens A. C. Lamparelli:
A Genetic Programming approach for coffee crop recognition. IGARSS 2010: 3418-3421 - [c2]Jefersson Alex dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres:
Evaluating the Potential of Texture and Color Descriptors for Remote Sensing Image Retrieval and Classification. VISAPP (2) 2010: 203-208 - 2008
- [c1]Jefersson Alex dos Santos, Cristiano D. Ferreira, Ricardo da Silva Torres:
A Genetic Programming Approach for Relevance Feedback in Region-Based Image Retrieval Systems. SIBGRAPI 2008: 155-162
Informal and Other Publications
- 2024
- [i29]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 abs/2403.01183 (2024) - 2023
- [i28]Camila Laranjeira, Daniel Andrade, Jefersson A. dos Santos:
YOLOv7 for Mosquito Breeding Grounds Detection and Tracking. CoRR abs/2310.10423 (2023) - [i27]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
- [i26]Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi:
Conditional Reconstruction for Open-set Semantic Segmentation. CoRR abs/2203.01368 (2022) - [i25]Camila Laranjeira, João Macedo, Sandra Avila, Jefersson A. dos Santos:
Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. CoRR abs/2204.14110 (2022) - [i24]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) - [i23]Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi:
FuSS: Fusing Superpixels for Improved Segmentation Consistency. CoRR abs/2206.02714 (2022) - 2021
- [i22]Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos:
Opening Deep Neural Networks with Generative Models. CoRR abs/2105.10013 (2021) - [i21]Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos:
Learning to Segment Medical Images from Few-Shot Sparse Labels. CoRR abs/2108.05476 (2021) - [i20]Matheus Barros Pereira, Jefersson Alex dos Santos:
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation. CoRR abs/2108.11535 (2021) - [i19]Pedro H. T. Gama, Hugo N. Oliveira, José Marcato Junior, Jefersson A. dos Santos:
Weakly Supervised Few-Shot Segmentation Via Meta-Learning. CoRR abs/2109.01693 (2021) - 2020
- [i18]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) - [i17]Edemir Ferreira, Matheus Brito, Remis Balaniuk, Mário S. Alvim, Jefersson A. dos Santos:
BrazilDAM: A Benchmark dataset for Tailings Dam Detection. CoRR abs/2003.07948 (2020) - [i16]Matheus Barros Pereira, Jefersson Alex dos Santos:
An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation. CoRR abs/2003.07955 (2020) - [i15]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) - [i14]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) - [i13]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 abs/2011.05127 (2020) - [i12]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 abs/2011.08325 (2020) - 2019
- [i11]Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos:
Conditional Domain Adaptation GANs for Biomedical Image Segmentation. CoRR abs/1901.05553 (2019) - [i10]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) - [i9]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) - [i8]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 abs/1907.13025 (2019) - 2018
- [i7]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) - [i6]Edemir Ferreira, Mário S. Alvim, Jefersson A. dos Santos:
A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping. CoRR abs/1806.02400 (2018) - 2017
- [i5]Carlos Caetano, Victor Hugo Cunha de Melo, Jefersson A. dos Santos, William Robson Schwartz:
Activity Recognition based on a Magnitude-Orientation Stream Network. CoRR abs/1708.06637 (2017) - [i4]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) - [i3]Érico Marco D. A. Pereira, Jefersson A. dos Santos:
A Color Quantization Optimization Approach for Image Representation Learning. CoRR abs/1711.06809 (2017) - 2016
- [i2]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) - [i1]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 abs/1611.02260 (2016)
Coauthor Index
Edemir Ferreira de Andrade Jr.
aka: Edemir Ferreira
aka: Edemir Ferreira
Alexandre X. Falcão
aka: Alexandre Xavier Falcão
aka: Alexandre Xavier Falcão
Pedro H. T. Gama
aka: Pedro Henrique Targino Gama
aka: Pedro Henrique Targino Gama
Leonor Patricia C. Morellato
aka: Leonor Patricia Cerdeira Morellato
aka: Leonor Patricia Cerdeira Morellato
Hugo N. Oliveira 0001
aka: Hugo Neves de Oliveira
aka: Hugo Neves de Oliveira
Otávio A. B. Penatti
aka: Otávio Augusto Bizetto Penatti
aka: Otávio Augusto Bizetto Penatti
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