A cyclic learning approach for improving pre-stack seismic processing

Dario Augusto Borges Oliveira, Rodrigo Ferreira, Daniela Szwarcman, Daniil Semin, Semen Zaytsev

Nature Scientific Reports, 2021.

[link] [pdf]

Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data

Laura Elena Cue La Rosa, Camille Sothe, Claudia Almeida, Marcos Schimalski, Raul Queiroz Feitosa, Dario Augusto Borges Oliveira.

ISPRS Journal of Photogrammetry and Remote Sensing, 2021.

[link] [pdf]

Self-Supervised Ground Roll Noise Attenuation Using Self-Labeling and Paired Data Synthesis

Dario Augusto Borges Oliveira, Daniil Semin, Semen Zaytsev

IEEE Transactions on Geoscience and Remote Sensing, 2020.

[link] [pdf]

Learning Geometric Features for Improving the Automatic Detection of Citrus Plantation Rows in UAV images

Laura Elena Cue La Rosa, Dario Augusto Borges Oliveira, Maciel Zortea, Bruno Gemignani, Raul Queiroz Feitosa

IEEE Geoscience and Remote Sensing Letters (Special Track Sibgrapi), 2020.

[link] [pdf]

Automatic Velocity Analysis using a Hybrid Regression Approach with Convolutional Neural Networks

Rodrigo Ferreira, Dário Augusto Borges Oliveira, Daniil Semin, Semen Zaytsev

IEEE Transactions on Geosciences and Remote Sensing, 2020.

[link] [pdf]

Ground Roll Suppression Using Convolutional Neural Networks

Dário Augusto Borges Oliveira, Daniil Semin, Semen Zaytsev

82nd EAGE Annual Conference & Exhibition, 2020.

[link]

Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams

Dário Augusto Borges Oliveira

arXiv preprint, 2020.

[link] [pdf]

Enabling Robust Horizon Picking From Small Training Sets

Andrea Mattos, Daniel Civitarese, Daniela Szwarcman, Matheus Oliveira, Semen Zaytsev, Daniil Semin, Dário Augusto Borges Oliveira

IEEE Transactions on Geoscience and Remote Sensing, 2020.

[link] [pdf]

Controllable Skin Lesion Synthesis Using Texture Patches, Bézier Curves and Conditional GANs

Dário Augusto Borges Oliveira

IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020.

[link] [pdf]

FCRN-Based Multi-Task Learning for Automatic Citrus Tree Detection From UAV Images

Laura Cue La Rosa, Maciel Zortea, Bruno Gemignani, Dário Augusto Borges Oliveira, Raul Feitosa

IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 2020.

[link]

Augmenting Data Using Gaussian Mixture Embedding For Improving Land Cover Segmentation

Dário Augusto Borges Oliveira

IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), 2020.

[link]

Generalization of Convolutional LSTM Models for Crop Area Estimation

Maysa Macedo, Andrea Mattos, Dário Augusto Borges Oliveira

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2020.

[link] [pdf]

Generating Sketch-Based Realistic Seismic Images with Generative Adversarial Networks

Rodrigo Ferreira, Julia Noce, Dário Augusto Borges Oliveira, Emilio Brazil

Proceedings of XXXII Conference on Graphics, Patterns and Images (Sibgrapi), 2019.

[link] [pdf]

Generating Sketch-Based Synthetic Seismic Images With Generative Adversarial Networks

Rodrigo Ferreira, Julia Noce, Dário Augusto Borges Oliveira, Emilio Brazil

IEEE Geoscience and Remote Sensing Letters (Special Track Sibgrapi), 2019.

[link] [pdf]

Atherosclerotic Plaques Recognition in Intracoronary Optical Images Using Neural Networks

Maysa Macedo, Dario Augusto Borges Oliveira, Marco Antonio Gutierrez

Computing in Cardiology (CinC), 2019.

[link] [pdf]

Synthetic Seismic Images from Simple Sketches Using Deep Generative Networks

Rodrigo Ferreira, Dário Augusto Borges Oliveira, Emilio Brazil

81st EAGE Conference and Exhibition, 2019.

[link]

Improving seismic data resolution with deep generative networks

Dario Augusto Borges Oliveira, Rodrigo Ferreira, Reinaldo Silva, Emilio Brazil

IEEE Geoscience and Remote Sensing Letters, 2019.

[link] [pdf]

Improving Viseme Recognition with GAN-based Muti-view Mapping

Dario Augusto Borges Oliveira, Andrea Mattos, Edmilson da Silva Morais

14th IEEE International Conference on Automatic Face & Gesture (FG), 2019.

[link] [pdf]

Exploring features towards semantic characterization of lung nodules in computed tomography images

Maysa Macedo, Dario Augusto Borges Oliveira

SPIE Medical Imaging: Computer-Aided Diagnosis, 2019.

[link] [pdf]

Synthesis of multispectral optical images from sar/optical multitemporal data using conditional generative adversarial networks

José Bermudez, Patrick Happ, Raul Feitosa, Dario Augusto Borges Oliveira

IEEE Geoscience and Remote Sensing Letters, 2019.

[link] [pdf]

Towards view-independent viseme recognition based on CNNs and synthetic data

Andrea Mattos, Dario Augusto Borges Oliveira, Edmilson Morais

25th IEEE International Conference on Image Processing (ICIP), 2018.

[link] [pdf]

SAR to Optical Image Synthesis for Cloud Removal with Generative Adversarial Networks

Jose Bermudez, Patrick Happ, Dario Augusto Borges Oliveira, Rarul Feitosa

ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information, 2018.

[link] [pdf]

Using 1D Patch-Based Signatures for Efficient Cascaded Classification of Lung Nodules

Dario Augusto Borges Oliveira, Matheus Viana

MICCAI Workshops: International Workshop on Patch-based Techniques in Medical Imaging, 2018.

[link] [pdf]

Lung nodule synthesis using cnn-based latent data representation

Dario Augusto Borges Oliveira, Matheus Viana

MICCAI Workshops: International Workshop on Simulation and Synthesis in Medical Imaging, 2018.

[link] [pdf]

Interpolating seismic data with conditional generative adversarial networks

Dario Augusto Borges Oliveira, Rodrigo Ferreira, Reinaldo Silva, Emilio Brazil

IEEE Geoscience and Remote Sensing Letters, 2018.

[link] [pdf]

Improving CNN-based viseme recognition using synthetic data

Andrea Britto Mattos, Dario Augusto Borges Oliveira, Edmilson Morais

IEEE International Conference on Multimedia and Expo (ICME), 2018.

[link] [pdf]

An efficient multi-scale data representation method for lung nodule false positive reduction using convolutional neural networks

Dario Augusto Borges Oliveira, Matheus Viana

IEEE 15th International Symposium on Biomedical Imaging (ISBI), 2018.

[link] [pdf]

Coronary calcification identification in optical coherence tomography using convolutional neural networks

Dario Augusto Borges Oliveira, Maysa Macedo, Pedro Nicz, Carlos Campos, Pedro Lemos, Marco Antonio Gutierrez

SPIE Medical Imaging, 2018.

[link] [pdf]

Improving Viseme Recognition using GAN-based Frontal View Mapping

Dario Augusto Borges Oliveira, Andrea Britto Mattos, Edmilson da Silva Morais

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPRW), 2018.

[pdf]

Fast CNN-based document layout analysis

Dario Augusto Borges Oliveira, Matheus Viana

IEEE International Conference on Computer Vision (ICCVW), 2017.

[link] [pdf]

Exploiting different types of parallelism in distributed analysis of remote sensing data

Gilson Costa, Cristiana Bentes, Rodrigo Ferreira, Raul Feitosa, Dario Augusto Borges Oliveira

IEEE Geoscience and Remote Sensing Letters, 2017.

[link]

A set of methods to support object-based distributed analysis of large volumes of earth observation data

Rodrigo Ferreira, Cristiana Bentes, Gilson Costa, Dario Augusto Borges Oliveira, Patrick Happ, Raul Feitosa, Paolo Gamba

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2017.

[link]

A new cloud computing architecture for the classification of remote sensing data

Victor Quirita, Gilson da Costa, Patrick Happ, Raul Feitosa, Rodrigo da Silva Ferreira, Dario Augusto Borges Oliveira

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2016.

[link]

Automatic tracking of vessel-like structures from a single starting point.

Dário Augusto Borges Oliveira, Laura Leal-Taixé, Raul Queiroz Feitosa and Bodo Rosenhahn

Computerized Medical Imaging and Graphics, 2016.

[link] [pdf]

On the architecture of a big data classification tool based on a map reduce approach for hyperspectral image analysis

Victor Ayma, Rodrigo Ferreira, Patrick Happ, Dario Augusto Borges Oliveira, Gilson Costa, Raul Feitosa, Antonio Plaza, Paolo Gamba

IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2015.

[link] [pdf]

A linked open data architecture for the historical archives of the Getulio Vargas Foundation

Alexandre Rademaker, Dario Augusto Borges Oliveira, Valeria de Paiva, Suemi Higuchi, Asla e Sá, Moacyr Alvim

International Journal on Digital Libraries, 2015.

[link] [pdf]

Classification algorithms for big data analysis, a Map Reduce approach

Victor Ayma, Rodrigo Ferreira, Patrick Happ, Dario Augusto Borges Oliveira, Raul Feitosa, Gilson Costa, Antonio Plaza, Paolo Gamba

The International Archives of Photogrammetry, Remote Sensing and Spatial Information Science, 2015.

[pdf]

The introduction of navigation in liver surgery in Brazil

Mauro Correia, José Jesus, Raul Feitosa, Dario Augusto Borges Oliveira

Revista do Colégio Brasileiro de Cirurgiões, 2014.

[pdf]

Exploratory information extraction from a historical dictionary

Valeria de Paiva, Dario Augusto Borges Oliveira, Suemi Higuchi, Alexandre Rademaker, Gerard de Melo

IEEE 10th International Conference on e-Science, 2014.

[link] [pdf]

A Linear Programming Approach to Vascular Network Segmentation from a Single Seed Point

Dario Augusto Borges Oliveira

PhD Thesis, 2013.

[pdf]

An open source object-based framework to extract landform classes

Flavio Camargo, Claudia Almeida, Gilson Costa, Raul Feitosa, Dario Augusto Borges Oliveira, Christian Heipke, Rodrigo Ferreira

Expert Systems with Applications, 2012.

[link] [pdf]

Segmentation of liver, its vessels and lesions from CT images for surgical planning

Dario Augusto Borges Oliveira, Raul Feitosa, Mauro Correia

Biomedical engineering online, 2011.

[pdf]

Urban land cover classification using optical VHR data and the knowledge-based system InterIMAGE

Herman Kux, Tessio Novack, Rodrigo Ferreira, Dario Augusto Borges Oliveira

The International Archives of Photogrammetry, Remote Sensing and Spatial Information Science, 2010.

[pdf]

Weighting Estimation for Texture-Based Face Recognition Using the Fisher Discriminant

Raul Feitosa, Dario Augusto Borges Oliveira, Alvaro de Lima Veiga, Raphael Brito, Jose de Pinho, Antonio Censi

Computing in Science & Engineering, 2010.

[pdf]

Knowledge-based interpretation of remote sensing data with the InterIMAGE system: major characteristics and recent developments

Gilson Costa, Raul Feitosa, Leila Fonseca, Dario Augusto Borges Oliveira, Rodrigo Ferreira, Emilio Castejon

Proceedings of the 3rd GEOBIA, 2010.

[pdf]