Jefersson A. dos Santos

109 papers A 1B 7C 12Journal 68Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FLIM Networks with Bag of Feature Points. CoRR João Deltregia Martinelli, Marcelo Luis Rodrigues Filho, Felipe Crispim da Rocha Salvagnini, Gilson Junior Soares, Jefersson A. dos Santos, Alexandre X. Falcão
2026	J	`jnl`	Human-Centric Perception for Child Sexual Abuse Imagery. CoRR Camila Laranjeira, João Macedo, Sandra Avila, Fabrício Benevenuto, Jefersson A. dos Santos
2025	J	`jnl`	A Lightweight Pipeline for Crop Time-Series Parcel Classification via Self-Supervision. IEEE Geosci. Remote. Sens. Lett. Mateus Pinto da Silva, Lucas Vieira, Cleverton Tiago Carneiro de Santana, Ian Monteiro Nunes, Jefersson A. dos Santos, Hugo N. Oliveira
2025	J	`jnl`	Advancing agricultural remote sensing: A comprehensive review of deep supervised and Self-Supervised Learning for crop monitoring. Comput. Graph. Mateus Pinto da Silva, Sabrina P. L. P. Correa, Mariana Albuquerque Reynaud Schaefer, Julio C. S. Reis, Ian Monteiro Nunes, Jefersson A. dos Santos, Hugo N. Oliveira
2025	J	`jnl`	Attention over Scene Graphs: Indoor Scene Representations Toward CSAI Classification. CoRR Artur Barros, Carlos Caetano, João Macedo, Jefersson A. dos Santos, Sandra Avila
2025	J	`jnl`	Data-Centric AI for Tropical Agricultural Mapping: Challenges, Strategies and Scalable Solutions. CoRR Mateus Pinto da Silva, Sabrina P. L. P. Correa, Hugo N. Oliveira, Ian Monteiro Nunes, Jefersson A. dos Santos
2025	J	`jnl`	Leveraging self-supervised learning for scene classification in child sexual abuse imagery. Forensic Sci. Int. Digit. Investig. Pedro H. V. Valois, João Macedo, Leo Sampaio Ferraz Ribeiro, Jefersson A. dos Santos, Sandra Avila
2025	—	`conf`	Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models. FAccT Thamiris Coelho, Leo Sampaio Ferraz Ribeiro, João Macedo, Jefersson A. dos Santos, Sandra Avila
2025	J	`jnl`	Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models. CoRR Thamiris Coelho, Leo Sampaio Ferraz Ribeiro, João Macedo, Jefersson A. dos Santos, Sandra Avila
2025	—	`conf`	Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability. FAccT Carlos Caetano, Gabriel Oliveira dos Santos, Caio Petrucci, Artur Barros, Camila Laranjeira, Leo Sampaio Ferraz Ribeiro, Júlia Fernandes de Mendonça, Jefersson A. dos Santos, Sandra Avila
2025	J	`jnl`	Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability. CoRR Carlos Caetano, Gabriel Oliveira dos Santos, Caio Petrucci, Artur Barros, Camila Laranjeira, Leo Sampaio Ferraz Ribeiro, Júlia F. de Mendonça, Jefersson A. dos Santos, Sandra Avila
2025	—	`conf`	Open-Set Spatiotemporal Segmentation for Phenological Novelty Detection. SIBGRAPI Cristiano N. Rodrigues, Frederico G. Guimarães, Jefersson A. dos Santos
2024	—	`conf`	Exploring Unsupervised Domain Adaptation Approaches for Water Parameters Estimation from Satellite Images. VISIGRAPP (2): VISAPP Mauren Louise Sguario Coelho de Andrade, Anderson Paulino Souza, Bruno Oliveira, Maria Clara Starling, Camila Costa de Amorim, Jefersson A. dos Santos
2024	—	`conf`	FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models. BMVC Workshops Diego A. B. Moreira, Alef Iury Siqueira Ferreira, Jhessica Silva, Gabriel Oliveira dos Santos, Luiz Pereira, João Medrado Gondim, Gustavo Bonil, Helena Almeida Maia, Nádia Félix F. da Silva, Simone Tiemi Hashiguti, Jefersson A. dos Santos, Hélio Pedrini, Sandra Avila
2024	J	`jnl`	FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models. CoRR Diego A. B. Moreira, Alef Iury Siqueira Ferreira, Gabriel Oliveira dos Santos, Luiz Pereira, João Medrado Gondim, Gustavo Bonil, Helena de Almeida Maia, Nádia Félix F. da Silva, Simone Tiemi Hashiguti, Jefersson A. dos Santos, Hélio Pedrini, Sandra Avila
2024	J	`jnl`	From superpixels to foundational models: An overview of unsupervised and generalizable image segmentation. Comput. Graph. Cristiano N. Rodrigues, Ian Monteiro Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos
2024	J	`jnl`	FuSC: Fusing Superpixels for Improved Semantic Consistency. IEEE Access Ian Monteiro Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos
2024	—	`conf`	Learning Visual Patterns in Remote Sensing: An Overview of Agricultural Applications. SIBGRAPI Mateus Pinto da Silva, Mariana Albuquerque Reynaud Schaefer, Hugo N. Oliveira, Julio C. S. Reis, Ian Monteiro Nunes, Jefersson A. dos Santos
2024	J	`jnl`	Leveraging Self-Supervised Learning for Scene Recognition in Child Sexual Abuse Imagery. CoRR Pedro H. V. Valois, João Macedo, Leo Sampaio Ferraz Ribeiro, Jefersson A. dos Santos, Sandra Avila
2024	—	`conf`	Mastering Scene Understanding: Scene Graphs to the Rescue. SIBGRAPI Carlos Caetano, Leo Sampaio Ferraz Ribeiro, Camila Laranjeira, Gabriel Oliveira dos Santos, Artur Barros, Caio Petrucci, Andreza Aparecida dos Santos, João Macedo, Gil Carvalho, Fabrício Benevenuto, Jefersson A. dos Santos, Sandra Avila
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`	A New Similarity Space Tailored for Supervised Deep Metric Learning. ACM Trans. Intell. Syst. Technol. Pedro H. Barros, Fabiane Queiroz, Flavio Figueiredo, Jefersson A. dos Santos, Heitor S. Ramos
2023	J	`jnl`	A systematic review on open-set segmentation. Comput. Graph. Ian Nunes, Camila Laranjeira, Hugo N. Oliveira, Jefersson A. dos Santos
2023	J	`jnl`	An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation. Comput. Graph. Pedro Henrique Targino Gama, Hugo N. Oliveira, Jefersson A. dos Santos, Roberto M. Cesar
2023	—	`conf`	CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation. VISIGRAPP (4: VISAPP) Arthur B. A. Pinto, Jefersson A. dos Santos, Hugo N. Oliveira, Alexei M. C. Machado
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`	Foreword to Special Section on SIBGRAPI 2022. Pattern Recognit. Lett. Jefersson A. dos Santos, Antônio L. Apolinário Jr., Fabio Miranda, Cosimo Distante
2023	J	`jnl`	Foreword to special section on SIBGRAPI 2022. Comput. Graph. Antônio Lopes Apolinário, Jefersson A. dos Santos, Fabio Miranda, Cosimo Distante
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`	Outlier Exposure for Open Set Crop Recognition From Multitemporal Image Sequences. IEEE Geosci. Remote. Sens. Lett. Thiago M. Carvalho, Jorge Andres Chamorro Martinez, Hugo N. Oliveira, Jefersson A. dos Santos, Raul Queiroz Feitosa
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
2023	J	`jnl`	Weakly Supervised Few-Shot Segmentation via Meta-Learning. IEEE Trans. Multim. Pedro H. T. Gama, Hugo N. Oliveira, José Marcato Junior, Jefersson A. dos Santos
2023	J	`jnl`	YOLOv7 for Mosquito Breeding Grounds Detection and Tracking. CoRR Camila Laranjeira, Daniel Andrade, Jefersson A. dos Santos
2022	B	`conf`	Conditional Reconstruction for Open-Set Semantic Segmentation. ICIP Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
2022	J	`jnl`	Conditional Reconstruction for Open-set Semantic Segmentation. CoRR Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
2022	—	`conf`	Deep Open-Set Segmentation in Visual Learning. SIBGRAPI Ian Nunes, Marcus Poggi, Hugo N. Oliveira, Matheus Barros Pereira, Jefersson A. dos Santos
2022	—	`conf`	Domain Generalization in Medical Image Segmentation via Meta-Learners. SIBGRAPI Hugo N. Oliveira, Roberto M. Cesar Jr., Pedro H. T. Gama, Jefersson A. dos Santos
2022	J	`jnl`	FuSS: Fusing Superpixels for Improved Segmentation Consistency. CoRR Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
2022	J	`jnl`	Open Set Semantic Segmentation for Multitemporal Crop Recognition. IEEE Geosci. Remote. Sens. Lett. Jorge Andres Chamorro Martinez, Hugo N. Oliveira, Jefersson A. dos Santos, Raul Queiroz Feitosa
2022	—	`conf`	Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. FAccT Camila Laranjeira, João Macedo, Sandra Avila, Jefersson A. dos Santos
2022	J	`jnl`	Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. CoRR Camila Laranjeira, João Macedo, Sandra Avila, Jefersson A. dos Santos
2022	J	`jnl`	Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples. IEEE Geosci. Remote. Sens. Lett. Bruno Augusto Alemão Monteiro, Hugo N. Oliveira, Jefersson A. dos Santos
2021	J	`jnl`	A genetic algorithm approach for image representation learning through color quantization. Multim. Tools Appl. Érico Marco D. A. Pereira, Ricardo da Silva Torres, Jefersson A. 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	—	`conf`	Learning to Segment Medical Images from Few-Shot Sparse Labels. SIBGRAPI Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos
2021	J	`jnl`	Learning to Segment Medical Images from Few-Shot Sparse Labels. CoRR Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos
2021	B	`conf`	Opening Deep Neural Networks With Generative Models. ICIP Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos
2021	J	`jnl`	Opening Deep Neural Networks with Generative Models. CoRR Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos
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`	Weakly Supervised Few-Shot Segmentation Via Meta-Learning. CoRR Pedro H. T. Gama, Hugo N. Oliveira, José Marcato Junior, Jefersson A. dos Santos
2020	J	`jnl`	A New Similarity Space Tailored for Supervised Deep Metric Learning. CoRR Pedro H. Barros, Fabiane Queiroz, Flavio Figueiredo, Jefersson A. dos Santos, Heitor S. Ramos
2020	J	`jnl`	A Soft Computing Approach for Selecting and Combining Spectral Bands. CoRR Juan Felipe Hernandez Albarracin, Rafael S. Oliveira, Marina Hirota, Jefersson A. dos Santos, Ricardo da Silva Torres
2020	J	`jnl`	A Soft Computing Approach for Selecting and Combining Spectral Bands. Remote. Sens. Juan Felipe Hernandez Albarracin, Rafael S. Oliveira, Marina Hirota, Jefersson A. dos Santos, Ricardo da Silva Torres
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`	BrazilDAM: A Benchmark dataset for Tailings Dam Detection. CoRR Edemir Ferreira, Matheus Brito, Remis Balaniuk, Mário S. Alvim, 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`	From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays. Pattern Recognit. Lett. Hugo Neves de Oliveira, Virgínia Fernandes Mota, Alexei Manso Corrêa Machado, Jefersson A. dos Santos
2020	J	`jnl`	From video pornography to cancer cells: a tensor framework for spatiotemporal description. Multim. Tools Appl. Virgínia Fernandes Mota, Hugo Neves de Oliveira, Sérgio Scalzo, Dalton Dittz, Reginaldo J. Santos, Jefersson A. dos Santos, Arnaldo de Albuquerque Araújo
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
2020	J	`jnl`	Truly Generalizable Radiograph Segmentation With Conditional Domain Adaptation. IEEE Access Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos
2019	J	`jnl`	A Soft Computing Framework for Image Classification Based on Recurrence Plots. IEEE Geosci. Remote. Sens. Lett. Nathalia Menini, Alexandre E. Almeida, Rubens A. C. Lamparelli, Guerric le Maire, Jefersson A. dos Santos, Hélio Pedrini, Marina Hirota, Ricardo da Silva Torres
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`	Conditional Domain Adaptation GANs for Biomedical Image Segmentation. CoRR Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos
2019	C	`conf`	Evaluating Deep Contextual Description of Superpixels for Detection in Aerial Images. IGARSS Eduardo A. Tavares, Ricardo da Silva Torres, Jefersson A. dos Santos
2019	—	`conf`	How Effective Is Super-Resolution to Improve Dense Labelling of Coarse Resolution Imagery? SIBGRAPI Matheus Barros Pereira, Jefersson A. dos Santos
2019	J	`jnl`	Magnitude-Orientation Stream network and depth information applied to activity recognition. J. Vis. Commun. Image Represent. Carlos Caetano, Victor Hugo Cunha de Melo, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
2019	J	`jnl`	SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition. CoRR Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
2019	B	`conf`	SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition. AVSS Carlos Caetano, Jessica Sena, François Brémond, Jefersson A. dos Santos, William Robson Schwartz
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	—	`conf`	A Benchmark Methodology for Child Pornography Detection. SIBGRAPI João Macedo, Filipe Costa, Jefersson A. dos Santos
2018	J	`jnl`	A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping. CoRR Edemir Ferreira, Mário S. Alvim, Jefersson A. dos Santos
2018	C	`conf`	Correcting Misaligned Rural Building Annotations in Open Street Map Using Convolutional Neural Networks Evidence. IGARSS John E. Vargas-Munoz, Diego Marcos, Sylvain Lobry, Jefersson A. dos Santos, Alexandre X. Falcão, Devis Tuia
2018	—	`conf`	Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs. SIBGRAPI Hugo N. Oliveira, Jefersson A. dos Santos
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
2018	—	`conf`	Statistical Measures from Co-occurrence of Codewords for Action Recognition. VISIGRAPP (5: VISAPP) Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz
2018	C	`conf`	Superpixel Context Description based on Visual Words Co-Occurrence Matrix. IGARSS Tiago M. H. C. Santana, Ricardo da Silva Torres, Jefersson A. dos Santos
2017	J	`jnl`	A Color Quantization Optimization Approach for Image Representation Learning. CoRR Érico Marco D. A. Pereira, Jefersson A. dos Santos
2017	—	`conf`	Activity Recognition Based on a Magnitude-Orientation Stream Network. SIBGRAPI Carlos Antônio Caetano Jr., Victor Hugo Cunha de Melo, Jefersson A. dos Santos, William Robson Schwartz
2017	J	`jnl`	Activity Recognition based on a Magnitude-Orientation Stream Network. CoRR Carlos Caetano, Victor Hugo Cunha de Melo, Jefersson A. dos Santos, William Robson Schwartz
2017	C	`conf`	Combination techniques for hyperspectral image interpretation. IGARSS Andrey Bicalho Santos, Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos, William Robson Schwartz, David Menotti
2017	J	`jnl`	Data-Driven Feature Characterization Techniques for Laser Printer Attribution. IEEE Trans. Inf. Forensics Secur. Anselmo Ferreira, Luca Bondi, Luca Baroffio, Paolo Bestagini, Jiwu Huang, Jefersson A. dos Santos, Stefano Tubaro, Anderson Rocha
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	C	`conf`	Fusion of genetic-programming-based indices in hyperspectral image classification tasks. IGARSS Juan Felipe Hernandez Albarracin, Edemir Ferreira de Andrade Jr., 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`	Post classification smoothing in sub-decimeter resolution images with semi-supervised label propagation. IGARSS John E. Vargas-Munoz, Devis Tuia, Jefersson A. dos Santos, Alexandre X. Falcão
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	J	`jnl`	Behavior Knowledge Space-Based Fusion for Copy-Move Forgery Detection. IEEE Trans. Image Process. Anselmo Ferreira, Siovani Cintra Felipussi, Carlos Alfaro, Pablo Fonseca, John E. Vargas-Munoz, Jefersson A. dos Santos, Anderson Rocha
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`	Meat adulteration detection through digital image analysis of histological cuts using LBP. CoRR João J. de Macedo Neto, Jefersson A. dos Santos, William Robson Schwartz
2016	J	`jnl`	Multi-directional and multi-scale perturbation approaches for blind forensic median filtering detection. Intell. Data Anal. Anselmo Ferreira, Jefersson A. dos Santos, Anderson Rocha
2016	B	`conf`	Optical Flow Co-occurrence Matrices: A novel spatiotemporal feature descriptor. ICPR Carlos Caetano, Jefersson A. dos Santos, William Robson Schwartz
2016	J	`jnl`	Phenological visual rhythms: Compact representations for fine-grained plant species identification. Pattern Recognit. Lett. Jurandy Almeida, Jefersson A. dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres
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	C	`conf`	Star: A Contextual Description of Superpixels for Remote Sensing Image Classification. CIARP Tiago M. H. C. Santana, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson A. dos Santos
2015	—	`conf`	A Multi-objective Approach for Building Hyperspectral Remote Sensed Image Classifier Combiners. EMO (2) Sandro Luiz Jailson Lopes Tinôco, David Menotti, Jefersson A. dos Santos, Gladston J. P. Moreira
2015	C	`conf`	A Study on Low-Cost Representations for Image Feature Extraction on Mobile Devices. CIARP Ramon F. Pessoa, William Robson Schwartz, Jefersson A. dos Santos
2015	C	`conf`	Contextual superpixel description for remote sensing image classification. IGARSS John E. Vargas, Alexandre X. Falcão, Jefersson A. dos Santos, Júlio César Dalla Mora Esquerdo, Alexandre Camargo Coutinho, João Francisco Gonçalves Antunes
2014	J	`jnl`	Efficient and Effective Hierarchical Feature Propagation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jefersson A. dos Santos, Otávio A. B. Penatti, Philippe-Henri Gosselin, Alexandre X. Falcão, Sylvie Philipp-Foliguet, Ricardo da Silva Torres
2014	J	`jnl`	Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Fábio Augusto Faria, Daniel C. G. Pedronette, Jefersson A. dos Santos, Anderson Rocha, Ricardo da Silva Torres
2012	B	`conf`	Descriptor correlation analysis for remote sensing image multi-scale classification. ICPR Jefersson A. dos Santos, Fábio Augusto Faria, Ricardo da Silva Torres, Anderson Rocha, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão
2012	B	`conf`	Improving texture description in remote sensing image multi-scale classification tasks by using visual words. ICPR Jefersson A. dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão
2011	J	`jnl`	A relevance feedback method based on genetic programming for classification of remote sensing images. Inf. Sci. Jefersson A. dos Santos, Cristiano D. Ferreira, Ricardo da Silva Torres, Marcos André Gonçalves, Rubens A. C. Lamparelli
2011	J	`jnl`	Relevance feedback based on genetic programming for image retrieval. Pattern Recognit. Lett. Cristiano D. Ferreira, Jefersson A. dos Santos, Ricardo da Silva Torres, Marcos André Gonçalves, Rodrigo Carvalho Rezende, Weiguo Fan