Dario Augusto Borges Oliveira

发表

Improving Seismic Data Resolution With Deep Generative Networks

Emilio Vital Brazil, Rodrigo S. Ferreira, Reinaldo Silva, 2019, IEEE Geoscience and Remote Sensing Letters.

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

Dario Augusto Borges Oliveira, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

FCRN-BASED MULTI-TASK LEARNING FOR AUTOMATIC CITRUS TREE DETECTION FROM UAV IMAGES

Raul Queiroz Feitosa, Maciel Zortea, Dario Augusto Borges Oliveira, 2020 .

SAR TO OPTICAL IMAGE SYNTHESIS FOR CLOUD REMOVAL WITH GENERATIVE ADVERSARIAL NETWORKS

Raul Queiroz Feitosa, P. N. Happ, Dario Augusto Borges Oliveira, 2018, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Cognitive approaches and optical multispectral data for semi-automated classification of landforms in a rugged mountainous area

Christian Heipke, Raul Queiroz Feitosa, Cláudia Maria de Almeida, 2010 .

Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams pdf

Dario Augusto Borges Oliveira, 2020, ArXiv.

CLASSIFICATION ALGORITHMS FOR BIG DATA ANALYSIS, A MAP REDUCE APPROACH

Raul Queiroz Feitosa, Paolo Gamba, Antonio Plaza, 2015, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Using the cognitive platform interimage to identify geomorphological features

Raul Queiroz Feitosa, G. A. O. P. da Costa, Dario Augusto Borges Oliveira, 2009, International Symposium on Multispectral Image Processing and Pattern Recognition.

Ground Roll Suppression using Convolutional Neural Networks pdf

Dario Augusto Borges Oliveira, Semen Zaytsev, Daniil Semin, 2020, ArXiv.

Decoupling Shape and Density for Liver Lesion Synthesis Using Conditional Generative Adversarial Networks pdf

Dario Augusto Borges Oliveira, 2021, ArXiv.

Controlling Weather Field Synthesis Using Variational Autoencoders pdf

Bianca Zadrozny, Dario Augusto Borges Oliveira, Jorge Guevara Diaz, 2021, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium.

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

Raul Queiroz Feitosa, Dario Augusto Borges Oliveira, M. B. Schimalski, 2021, ArXiv.

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

Dario Augusto Borges Oliveira, Tese de Doutorado, 2013 .

Genetic Adaptation of Level Sets Parameters for Medical Imaging Segmentation

Raul Queiroz Feitosa, Mauro M. Correia, Dario Augusto Borges Oliveira, 2010 .

A Linear Discriminant Analysis approach for Local Binary Pattern Based Face Recognition

Dario Augusto Borges Oliveira, R. Feitosa, Raphael Pithan, 2010 .

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XXXVIII-4/C7 URBAN LAND COVER CLASSIFICATION USING OPTICAL VHR DATA AND THE KNOWLEDGE-BASED SYSTEM INTERIMAGE

Dario Augusto Borges Oliveira, H. Kux, T. Novack, 2010 .

Learning crop type mapping from regional label proportions in large-scale SAR and optical imagery

Dario Augusto Borges Oliveira, Laura Elena Cué La Rosa, Pedram Ghamisi, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Exploring Self-Attention for Crop-type Classification Explainability

Dario Augusto Borges Oliveira, Xiao Xiang Zhu, R. Roscher, 2022, ArXiv.

Learning from Label Proportions with Prototypical Contrastive Clustering

Dario Augusto Borges Oliveira, Laura Elena Cué La Rosa, L. E. L. Rosa, 2022, AAAI.

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

R. Q. Feitosa, L. E. C. La Rosa, Dario Augusto Borges Oliveira, 2020, 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS).

Fast CNN-Based Document Layout Analysis

Matheus Palhares Viana, Dário Augusto Borges Oliveira, Dario Augusto Borges Oliveira, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

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

Matheus Palhares Viana, Dário Augusto Borges Oliveira, Dario Augusto Borges Oliveira, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Investigating Fusion Strategies on Encoder-Decoder Networks for Crop Segmentation Using SAR and Optical Image Sequences

Raul Queiroz Feitosa, Dario Augusto Borges Oliveira, Laura Elena Cué La Rosa, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

Interpolating Seismic Data With Conditional Generative Adversarial Networks

Rodrigo S. Ferreira, Dario Augusto Borges Oliveira, Dario A. B. Oliveira, 2018, IEEE Geoscience and Remote Sensing Letters.

Generating Sketch-Based Synthetic Seismic Images With Generative Adversarial Networks

Emilio Vital Brazil, Rodrigo S. Ferreira, Dario Augusto Borges Oliveira, 2020, IEEE Geoscience and Remote Sensing Letters.

Synthesis of Multispectral Optical Images From SAR/Optical Multitemporal Data Using Conditional Generative Adversarial Networks

Dario Augusto Borges Oliveira, Jose D. Bermudez, Patrick N. Happ, 2019, IEEE Geoscience and Remote Sensing Letters.

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

Dario Augusto Borges Oliveira, Dario A. B. Oliveira, Semen Zaytsev, 2021, IEEE Transactions on Geoscience and Remote Sensing.

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

Dário Augusto Borges Oliveira, Raul Queiroz Feitosa, Dario Augusto Borges Oliveira, 2011, Computing in Science & Engineering.

An open source object-based framework to extract landform classes

Christian Heipke, Dário Augusto Borges Oliveira, Raul Queiroz Feitosa, 2012, Expert Syst. Appl..

INTERIMAGE : AN OPEN SOURCE KNOWLEDGE BASED FRAMEWORK FOR AUTOMATIC INTERPRETATION OF REMOTE SENSING DATA

Leila Maria Garcia Fonseca, Dario Augusto Borges Oliveira, R. Feitosa, 2008 .

KNOWLEDGE-BASED INTERPRETATION OF REMOTE SENSING DATA WITH THE INTERIMAGE SYSTEM : MAJOR CHARACTERISTICS AND RECENT DEVELOPMENTS

Leila Maria Garcia Fonseca, R. Q. Feitosa, Dario Augusto Borges Oliveira, 2010 .

Augmenting Data Using Gaussian Mixture Embedding For Improving Land Cover Segmentation

Dario Augusto Borges Oliveira, Dario A. B. Oliveira, 2020, 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS).

Weak-Supervision Based on Label Proportions for Earth Observation Applications from Optical and Hyperspectral Imagery

Samuel T. Thiele, Dario Augusto Borges Oliveira, R. Gloaguen, 2022, CDCEO@IJCAI.

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

Matheus Palhares Viana, Dário Augusto Borges Oliveira, Dario Augusto Borges Oliveira, 2018, Patch-MI@MICCAI.

Lung Nodule Synthesis Using CNN-Based Latent Data Representation

Matheus Palhares Viana, Dário Augusto Borges Oliveira, Dario Augusto Borges Oliveira, 2018, SASHIMI@MICCAI.

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

Antonio J. Plaza, Paolo Gamba, Dário Augusto Borges Oliveira, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Generalization of Convolutional LSTM Models for Crop Area Estimation

Andréa Britto Mattos, Dário Augusto Borges Oliveira, Dario Augusto Borges Oliveira, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Automatic Velocity Analysis Using a Hybrid Regression Approach With Convolutional Neural Networks

Rodrigo S. Ferreira, Dario Augusto Borges Oliveira, Dario A. B. Oliveira, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Automatic Couinaud Liver and Veins Segmentation from CT Images

Dário Augusto Borges Oliveira, Raul Queiroz Feitosa, Mauro M. Correia, 2008, BIOSIGNALS.