Search Results - "Oliveira, Dário Augusto Borges"

Automatic tracking of vessel-like structures from a single starting point by Borges Oliveira, Dário Augusto, Leal-Taixé, Laura, Queiroz Feitosa, Raul, Rosenhahn, Bodo

“…Abstract The identification of vascular networks is an important topic in the medical image analysis community. While most methods focus on single vessel…”
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Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data by La Rosa, Laura Elena Cué, Sothe, Camile, Feitosa, Raul Queiroz, de Almeida, Cláudia Maria, Schimalski, Marcos Benedito, Oliveira, Dário Augusto Borges

“…This work proposes a multi-task fully convolutional architecture for tree species mapping in dense forests from sparse and scarce polygon-level annotations…”
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Learning Crop-Type Mapping From Regional Label Proportions in Large-Scale SAR and Optical Imagery by Cue La Rosa, Laura Elena, Oliveira, Dario Augusto Borges, Ghamisi, Pedram

“…The application of deep learning (DL) algorithms to Earth observation (EO) in recent years has enabled substantial progress in fields that rely on remotely…”
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A linked open data architecture for the historical archives of the Getulio Vargas Foundation by Rademaker, Alexandre, Oliveira, Dário Augusto Borges, de Paiva, Valeria, Higuchi, Suemi, Medeiros e Sá, Asla, Alvim, Moacyr

“…This paper presents an architecture for historical archives maintenance based on Open Linked Data technologies and open source distributed development model…”
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A cyclic learning approach for improving pre-stack seismic processing by Borges Oliveira, Dario Augusto, Szwarcman, Daniela, da Silva Ferreira, Rodrigo, Zaytsev, Semen, Semin, Daniil

“…Current seismic processing workflows in the oil and gas industry involve several interactions between different experts to optimize the overall data quality in…”
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Generalization of Convolutional LSTM Models for Crop Area Estimation by de Macedo, Maysa Malfiza Garcia, Mattos, Andrea Britto, Oliveira, Dario Augusto Borges

“…The population growth and consequent global rise in food demand require increasingly efficient agricultural solutions, in what is commonly called digital…”
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A review of deep learning algorithms for computer vision systems in livestock by Borges Oliveira, Dario Augusto, Ribeiro Pereira, Luiz Gustavo, Bresolin, Tiago, Pontes Ferreira, Rafael Ehrich, Reboucas Dorea, Joao Ricardo

“…•Review of animal science studies that used deep learning in computer vision systems.•Greater adoption of deep learning algorithms for image…”
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Controllable Skin Lesion Synthesis Using Texture Patches, Bézier Curves and Conditional GANs by Oliveira, Dario Augusto Borges

“…Data synthesis is an important tool for improving data availability in cases where data is hard to capture or annotate. In the context of skin lesions data,…”
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Weighting Estimation for Texture-Based Face Recognition Using the Fisher Discriminant by Feitosa, Raul, Oliveira, Dario, de Lima Veiga, Alvaro, Brito, Raphael Pithan, de Pinho, Jose Luiz Buonomo, Censi, Antonio

“…Texture-based automatic face recognition (AFR) methods find global similarities between two faces by computing their local regional similarities. A novel…”
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A New Cloud Computing Architecture for the Classification of Remote Sensing Data by Quirita, Victor Andres Ayma, da Costa, Gilson Alexandre Ostwald Pedro, Happ, Patrick Nigri, Feitosa, Raul Queiroz, Ferreira, Rodrigo da Silva, Oliveira, Dario Augusto Borges, Plaza, Antonio

“…This paper proposes a new distributed architecture for supervised classification of large volumes of earth observation data on a cloud computing environment…”
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Towards View-Independent Viseme Recognition Based on CNNS and Synthetic Data by Mattos, Andrea Britto, Borges Oliveira, Dario Augusto, Da Silva Morais, Edmilson

“…Visual Speech Recognition is the ability to interpret spoken text using video information only. To address such task automatically, recent works have employed…”
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Fast CNN-Based Document Layout Analysis by Borges Oliveira, Dario Augusto, Viana, Matheus Palhares

“…Automatic document layout analysis is a crucial step in cognitive computing and processes that extract information out of document images, such as…”
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Improving Viseme Recognition Using GAN-Based Frontal View Mapping by Oliveira, Dario Augusto Borges, Mattos, Andrea Britto, da Silva Morais, Edmilson

“…Deep learning methods have become the standard for Visual Speech Recognition problems due to their high accuracy results reported in the literature. However,…”
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Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data by La Rosa, Laura Elena Cué, Sothe, Camile, Feitosa, Raul Queiroz, de Almeida, Cláudia Maria, Schimalski, Marcos Benedito, Oliveira, Dario Augusto Borges

“…This work proposes a multi-task fully convolutional architecture for tree species mapping in dense forests from sparse and scarce polygon-level annotations…”
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An argument in favor of strong scaling for deep neural networks with small datasets by Cunha, Renato L. de F, Rodrigues, Eduardo R, Viana, Matheus Palhares, Oliveira, Dario Augusto Borges

“…In recent years, with the popularization of deep learning frameworks and large datasets, researchers have started parallelizing their models in order to train…”
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Improving Viseme Recognition with GAN-based Muti-view Mapping by Borges Oliveira, Dario Augusto, Britto Mattos, Andrea, Silva Morais, Edmilson da

“…Speech recognition technologies in the visual domain currently can only identify words and sentences in still images. Identifying visemes (i.e., the smallest…”
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Automatic tracking of vessel-like structures from a single starting point by Oliveira, Dario Augusto Borges, Leal-Taixe, Laura, Feitosa, Raul Queiroz, Rosenhahn, Bodo

“…The identification of vascular networks is an important topic in the medical image analysis community. While most methods focus on single vessel tracking, the…”
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Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing by Hoehl, Adrian, Obadic, Ivica, Fernandez-Torres, Miguel-Angel, Najjar, Hiba, Oliveira, Dario Augusto Borges, Akata, Zeynep, Dengel, Andreas, Zhu, Xiao Xiang

“…In recent years, black-box machine learning approaches have become a dominant modeling paradigm for knowledge extraction in remote sensing. Despite the…”
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An efficient multi-scale data representation method for lung nodule false positive reduction using convolutional neural networks by Oliveira, Dario Augusto Borges, Viana, Matheus Palhares

“…In the last few years, convolutional neural networks (CNN) have been widely used to address very different image analysis problems. In medical imaging, they…”
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INTERIMAGE: UMA PLATAFORMA COGNITIVA OPEN SOURCE PARA A INTERPRETAÇÃO AUTOMÁTICA DE IMAGENS DIGITAIS by Gilson Alexandre Ostwald Pedro da Costa, Carolina Moutinho Duque de Pinho, Raul Queiroz Feitosa, Cláudia Maria de Almeida, Hermann Johann Heinrich Kux, Leila Maria Garcia Fonseca, Dario Augusto Borges Oliveira

“…Este artigo introduz uma nova plataforma cognitiva open source destinada à interpretação automática de imagens digitais, denominada InterIMAGE. Serão…”
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