A region growing approach for pulmonary vessel tree segmentation using adaptive threshold. - Dário Augusto Borges Oliveira; Guilherme Lúcio Abelha Mota; Raul Queiroz Feitosa; R. A. Nunes (CompIMAGE, 2006)

Automatic Couinaud Liver and Veins Segmentation from CT Images. - Dário Augusto Borges Oliveira; Raul Queiroz Feitosa; Mauro M. Correia (BIOSIGNALS (1), 2008)

Application of Neural Networks in Aid for Diagnosis for Patients with Glaucoma. - Dário Augusto Borges Oliveira; Marley Maria Bernardes Rebuzzi Vellasco; Mariana M. B. Oliveira; Riuitiro Yamane (BIOSIGNALS, 2009)

Liver Segmentation using Level Sets and Genetic Algorithms. - Dário Augusto Borges Oliveira; Raul Queiroz Feitosa; Mauro M. Correia (VISAPP (2), 2009)

Weighting Estimation for Texture-Based Face Recognition Using the Fisher Discriminant. - Raul Queiroz Feitosa; Dário Augusto Borges Oliveira; A. de Lima Veiga Filho; Raphael Pithan Brito; José Luiz Buonomo de Pinho; Antonio Carlos Censi (Comput. Sci. Eng., 2011)

An open source object-based framework to extract landform classes. - Flavio Fortes Camargo; Cláudia Maria de Almeida; Gilson Alexandre Ostwald Pedro da Costa; Raul Queiroz Feitosa; Dário Augusto Borges Oliveira; Christian Heipke; Rodrigo S. Ferreira (Expert Syst. Appl., 2012)

A Linked Open Data Architecture for Contemporary Historical Archives. - Alexandre Rademaker; Suemi Higuchi; Dário Augusto Borges Oliveira (SDA, 2013)

Exploratory Information Extraction from a Historical Dictionary. - Valeria de Paiva; Dário Augusto Borges Oliveira; Suemi Higuchi; Alexandre Rademaker; Gerard de Melo (eScience Workshops, 2014)

On the architecture of a big data classification tool based on a map reduce approach for hyperspectral image analysis. - Victor Andres Ayma; Rodrigo S. Ferreira; Patrick Nigri Happ; Dário Augusto Borges Oliveira; Gilson A. O. P. Costa; Raul Queiroz Feitosa; Antonio J. Plaza; Paolo Gamba (IGARSS, 2015)

A linked open data architecture for the historical archives of the Getulio Vargas Foundation. - Alexandre Rademaker; Dário Augusto Borges Oliveira; Valeria de Paiva; Suemi Higuchi; Asla Medeiros e Sá; Moacyr Alvim 001 (Int. J. Digit. Libr., 2015)

Automatic tracking of vessel-like structures from a single starting point. - Dário Augusto Borges Oliveira; Laura Leal-Taixé; Raul Queiroz Feitosa; Bodo Rosenhahn (Comput. Medical Imaging Graph., 2016)

Fast CNN-Based Document Layout Analysis. - Matheus Palhares Viana; Dário Augusto Borges Oliveira (ICCV Workshops, 2017)

Exploiting Different Types of Parallelism in Distributed Analysis of Remote Sensing Data. - Gilson A. O. P. Costa; Cristiana Bentes; Rodrigo S. Ferreira; Raul Queiroz Feitosa; Dário Augusto Borges Oliveira (IEEE Geosci. Remote. Sens. Lett., 2017)

A Set of Methods to Support Object-Based Distributed Analysis of Large Volumes of Earth Observation Data. - Rodrigo S. Ferreira; Cristiana Bentes; Gilson A. O. P. da Costa; Dário A. B. Oliveira; Patrick Nigri Happ; Raul Queiroz Feitosa; Paolo Gamba (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

A New Cloud Computing Architecture for the Classification of Remote Sensing Data. - Victor Andres Ayma Quirita; Gilson Alexandre Ostwald Pedro da Costa; Patrick Nigri Happ; Raul Queiroz Feitosa; Rodrigo da Silva Ferreira; Dário Augusto Borges Oliveira; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Improving Viseme Recognition Using GAN-Based Frontal View Mapping. - Dário Augusto Borges Oliveira; Andréa Britto Mattos; Edmilson Da Silva Morais (CVPR Workshops, 2018)

Towards View-Independent Viseme Recognition Based on CNNS and Synthetic Data. - Andréa Britto Mattos; Dário Augusto Borges Oliveira; Edmilson Da Silva Morais (ICIP, 2018)

Improving CNN-Based Viseme Recognition Using Synthetic Data. - Andréa Britto Mattos; Dário Augusto Borges Oliveira; Edmilson Da Silva Morais (ICME, 2018)

An efficient multi-scale data representation method for lung nodule false positive reduction using convolutional neural networks. - Dário Augusto Borges Oliveira; Matheus Palhares Viana (ISBI, 2018)

Coronary calcification identification in optical coherence tomography using convolutional neural networks. - Dário A. B. Oliveira; Maysa M. G. Macedo; Pedro Nicz; Carlos M. Campos; Pedro A. Lemos; Marco A. Gutierrez 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Lung Nodule Synthesis Using CNN-Based Latent Data Representation. - Dário Augusto Borges Oliveira; Matheus Palhares Viana (SASHIMI@MICCAI, 2018)

Using 1D Patch-Based Signatures for Efficient Cascaded Classification of Lung Nodules. - Dário Augusto Borges Oliveira; Matheus Palhares Viana (Patch-MI@MICCAI, 2018)

An Argument in Favor of Strong Scaling for Deep Neural Networks with Small Datasets. - Renato Luiz de Freitas Cunha; Eduardo R. Rodrigues; Matheus Palhares Viana; Dário Augusto Borges Oliveira (SBAC-PAD, 2018)

Multi-view Mouth Renderization for Assisting Lip-reading. - Andréa Britto Mattos; Dário Augusto Borges Oliveira (W4A, 2018)

Interpolating Seismic Data With Conditional Generative Adversarial Networks. - Dário Augusto Borges Oliveira; Rodrigo S. Ferreira; Reinaldo M. Da Gama e Silva; Emilio Vital Brazil (IEEE Geosci. Remote. Sens. Lett., 2018)

Atherosclerotic Plaques Recognition in Intracoronary Optical Images Using Neural Networks. - Maysa Malfiza Garcia de Macedo; Dário Augusto Borges Oliveira; Marco Antonio Gutierrez 001 (CinC, 2019)

Improving Viseme Recognition with GAN-based Muti-view Mapping. - Dário Augusto Borges Oliveira; Andréa Britto Mattos; Edmilson da Silva Morais (FG, 2019)

Exploring features towards semantic characterization of lung nodules in computed tomography images. - Maysa M. G. Macedo; Dário A. B. Oliveira (Computer-Aided Diagnosis, 2019)

Synthesis of Multispectral Optical Images From SAR/Optical Multitemporal Data Using Conditional Generative Adversarial Networks. - Jose David Bermudez Castro; Patrick Nigri Happ; Raul Queiroz Feitosa; Dário A. B. Oliveira (IEEE Geosci. Remote. Sens. Lett., 2019)

Improving Seismic Data Resolution With Deep Generative Networks. - Dário A. B. Oliveira; Rodrigo S. Ferreira; Reinaldo M. Da Gama e Silva; Emilio Vital Brazil (IEEE Geosci. Remote. Sens. Lett., 2019)

Controllable Skin Lesion Synthesis Using Texture Patches, Bézier Curves and Conditional GANs. - Dário Augusto Borges Oliveira (ISBI, 2020)

Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams. - Dário Augusto Borges Oliveira (CoRR, 2020)

Ground Roll Suppression using Convolutional Neural Networks. - Dário Augusto Borges Oliveira; Daniil Semin; Semen Zaytsev (CoRR, 2020)

Generating Sketch-Based Synthetic Seismic Images With Generative Adversarial Networks. - Rodrigo S. Ferreira; Julia Noce; Dário A. B. Oliveira; Emilio Vital Brazil (IEEE Geosci. Remote. Sens. Lett., 2020)

Generalization of Convolutional LSTM Models for Crop Area Estimation. - Maysa Malfiza Garcia de Macedo; Andréa Britto Mattos; Dário Augusto Borges Oliveira (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

End-to-End CNN-CRFs for Multi-date Crop Classification Using Multitemporal Remote Sensing Image Sequences. - Laura Elena Cue La Rosa; Dário Augusto Borges Oliveira; Raul Queiroz Feitosa (CIKM Workshops, 2021)

Investigating Fusion Strategies on Encoder-Decoder Networks for Crop Segmentation Using SAR and Optical Image Sequences. - Laura Elena Cué La Rosa; Dário A. B. Oliveira; Raul Queiroz Feitosa (IGARSS, 2021)

Evaluation of Unsupervised Deep Clustering Methods for Crop Classification Using SAR Image Sequences. - Daliana Lobo Torres; Laura Elena Cué La Rosa; Dário A. B. Oliveira; Raul Queiroz Feitosa (IGARSS, 2021)

Simplifying Horizon Picking Using Single-Class Semantic Segmentation Networks. - Danilo Calhes; Felipe Kawashita Kobayashi; Andréa Britto Mattos; Maysa M. G. Macedo; Dário A. B. Oliveira (SIBGRAPI, 2021)

A modular framework for extreme weather generation. - Bianca Zadrozny; Campbell D. Watson; Daniela Szwarcman; Daniel Civitarese; Dário A. B. Oliveira; Eduardo Rodrigues; Jorge Guevara Diaz (CoRR, 2021)

Decoupling Shape and Density for Liver Lesion Synthesis Using Conditional Generative Adversarial Networks. - Dário Augusto Borges Oliveira (CoRR, 2021)

Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data. - Laura Elena Cué La Rosa; Camile Sothe; Raul Queiroz Feitosa; Cláudia Maria de Almeida; Marcos Benedito Schimalski; Dário Augusto Borges Oliveira (CoRR, 2021)

Controlling Weather Field Synthesis Using Variational Autoencoders. - Dário Augusto Borges Oliveira; Jorge Guevara Diaz; Bianca Zadrozny; Campbell D. Watson (CoRR, 2021)

Automatic Velocity Analysis Using a Hybrid Regression Approach With Convolutional Neural Networks. - Rodrigo S. Ferreira; Dário A. B. Oliveira; Daniil Semin; Semen Zaytsev (IEEE Trans. Geosci. Remote. Sens., 2021)

Enabling Robust Horizon Picking From Small Training Sets. - Andréa Britto Mattos; Daniel Civitarese; Daniela Szwarcman; Matheus Oliveira; Semen Zaytsev; Daniil Semin; Dário A. B. Oliveira (IEEE Trans. Geosci. Remote. Sens., 2021)

Self-Supervised Ground-Roll Noise Attenuation Using Self-Labeling and Paired Data Synthesis. - Dário A. B. Oliveira; Daniil Semin; Semen Zaytsev (IEEE Trans. Geosci. Remote. Sens., 2021)

Learning from Label Proportions with Prototypical Contrastive Clustering. - Laura Elena Cué La Rosa; Dário Augusto Borges Oliveira (AAAI, 2022)

Weak-Supervision Based on Label Proportions for Earth Observation Applications from Optical and Hyperspectral Imagery. - Laura Elena Cué La Rosa; Dário Augusto Borges Oliveira; Samuel T. Thiele; Pedram Ghamisi; Richard Gloaguen (CDCEO@IJCAI, 2022)

Controlling Weather Field Synthesis Using Variational Autoencoders. - Dário A. B. Oliveira; Jorge Guevara Diaz; Bianca Zadrozny; Campbell D. Watson; Xiao Xiang Zhu 001 (IGARSS, 2022)

Exploring Self-Attention for Crop-type Classification Explainability. - Ivica Obadic; Ribana Roscher; Dário Augusto Borges Oliveira; Xiao Xiang Zhu 001 (CoRR, 2022)

Learning Geometric Features for Improving the Automatic Detection of Citrus Plantation Rows in UAV Images. - Laura Elena Cué La Rosa; Dário A. B. Oliveira; Maciel Zortea; Bruno Holtz Gemignani; Raul Queiroz Feitosa (IEEE Geosci. Remote. Sens. Lett., 2022)

Foundation Models for Generalist Geospatial Artificial Intelligence. - Johannes Jakubik; Sujit Roy; C. E. Phillips; Paolo Fraccaro; Denys Godwin; Bianca Zadrozny; Daniela Szwarcman; Carlos Gomes; Gabby Nyirjesy; Blair Edwards; Daiki Kimura; Naomi Simumba; et al. (CoRR, 2023)

Learning Crop-Type Mapping From Regional Label Proportions in Large-Scale SAR and Optical Imagery. - Laura Elena Cué La Rosa; Dário Augusto Borges Oliveira; Pedram Ghamisi (IEEE Trans. Geosci. Remote. Sens., 2023)

Evolution of Urban Areas and Land Surface Temperature. - Sudipan Saha; Tushar Verma; Dário Augusto Borges Oliveira (CVMI, 2024)

Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes. - Ivica Obadic; Alex Levering; Lars Pennig; Dário A. B. Oliveira; Diego Marcos; Xiaoxiang Zhu 001 (CVPR Workshops, 2024)

Learning Optimal Bidding Strategies in All-Pay Auctions. - Luis Eduardo Craizer; Moacyr Silva 001; Dário Augusto Borges Oliveira; Marcelo Sant'Anna (ICAISC (2), 2024)

Recent Trends Challenges and Limitations of Explainable AI in Remote Sensing. - Adrian Höhl; Ivica Obadic; Miguel-Ángel Fernández-Torres; Dário A. B. Oliveira; Xiao Xiang Zhu 001 (XAI4CV, 2024)

A polar transformation augmentation approach for enhancing mammary gland segmentation in ultrasound images. - Dário A. B. Oliveira; Tiago Bresolin; Sandra G. Coelho; M. M. Campos; C. F. A. Lage; J. M. Leão; L. G. R. Pereira; Laura Hernández; João R. R. Dórea (Comput. Electron. Agric., 2024)

Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing. - Adrian Höhl; Ivica Obadic; Miguel-Ángel Fernández-Torres; Hiba Najjar; Dário A. B. Oliveira; Zeynep Akata; Andreas Dengel 001; Xiao Xiang Zhu 001 (CoRR, 2024)

Harnessing deep learning and CRF for prior-knowledge modeling of crop dynamics. - Laura Elena Cué La Rosa; Dário Augusto Borges Oliveira; Raul Queiroz Feitosa (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Finding the underlying viscoelastic constitutive equation via universal differential equations and differentiable physics. - Elias C. Rodrigues; Roney L. Thompson; Dário A. B. Oliveira; Roberto F. Ausas (Eng. Appl. Artif. Intell., 2025)

i-WiViG: Interpretable Window Vision GNN. - Ivica Obadic; Dmitry Kangin; Dário A. B. Oliveira; Plamen P. Angelov; Xiao Xiang Zhu 001 (CoRR, 2025)