Search Results - "Oliveira, Dario"

Interpolating Seismic Data With Conditional Generative Adversarial Networks by Oliveira, Dario A. B., Ferreira, Rodrigo S., Silva, Reinaldo, Vital Brazil, Emilio

“…Having dense and regularly sampled data is becoming increasingly important in seismic processing. However, due to physical or financial constraints, seismic…”
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Self-Supervised Ground-Roll Noise Attenuation Using Self-Labeling and Paired Data Synthesis by Oliveira, Dario A. B., Semin, Daniil G., Zaytsev, Semen

“…Seismic exploration is a complex process that depends on different sources of information. An essential one is seismic imaging, and much of its interpretation…”
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Quantizing reconstruction losses for improving weather data synthesis by Szwarcman, Daniela, Guevara, Jorge, Macedo, Maysa M. G., Zadrozny, Bianca, Watson, Campbell, Rosa, Laura, Oliveira, Dario A. B.

“…The stochastic synthesis of extreme, rare climate scenarios is vital for risk and resilience models aware of climate change, directly impacting society in…”
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Synthesis of Multispectral Optical Images From SAR/Optical Multitemporal Data Using Conditional Generative Adversarial Networks by Bermudez, Jose D., Happ, Patrick N., Feitosa, Raul Q., Oliveira, Dario A. B.

“…The synthesis of realistic data using deep learning techniques has greatly improved the performance of classifiers in handling incomplete data. Remote sensing…”
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Automatic Velocity Analysis Using a Hybrid Regression Approach With Convolutional Neural Networks by Ferreira, Rodrigo S., Oliveira, Dario A. B., Semin, Daniil G., Zaytsev, Semen

“…The definition of reliable velocity functions is paramount for obtaining high-quality poststack seismic data. Velocity functions are commonly created with the…”
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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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Improving Seismic Data Resolution With Deep Generative Networks by Oliveira, Dario A. B., Ferreira, Rodrigo S., Silva, Reinaldo, Brazil, Emilio Vital

“…Noisy traces, gaps in coverage, or irregular/inadequate trace spacing are common problems in both land and marine surveys, possibly hindering the geological…”
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Structural basis for translational surveillance by the large ribosomal subunit-associated protein quality control complex by Lyumkis, Dmitry, dos Passos, Dario Oliveira, Tahara, Erich B., Webb, Kristofor, Bennett, Eric J., Vinterbo, Staal, Potter, Clinton S., Carragher, Bridget, Joazeiro, Claudio A. P.

“…All organisms have evolved mechanisms to manage the stalling of ribosomes upon translation of aberrant mRNA. In eukaryotes, the large ribosomal…”
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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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Cryo-EM structures and atomic model of the HIV-1 strand transfer complex intasome by Passos, Dario Oliveira, Li, Min, Yang, Renbin, Rebensburg, Stephanie V., Ghirlando, Rodolfo, Jeon, Youngmin, Shkriabai, Nikoloz, Kvaratskhelia, Mamuka, Craigie, Robert, Lyumkis, Dmitry

“…Like all retroviruses, HIV-1 irreversibly inserts a viral DNA (vDNA) copy of its RNA genome into host target DNA (tDNA). The intasome, a higher-order…”
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Enabling Robust Horizon Picking From Small Training Sets by Mattos, Andrea Britto, Civitarese, Daniel, Szwarcman, Daniela, Oliveira, Matheus, Zaytsev, Semen, Semin, Daniil G., Oliveira, Dario A. B.

“…Seismic interpretation is a complex procedure that depends on many and interdependent data analyses. One of the essential steps in this process is picking…”
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Generating Sketch-Based Synthetic Seismic Images With Generative Adversarial Networks by Ferreira, Rodrigo S., Noce, Julia, Oliveira, Dario A. B., Brazil, Emilio Vital

“…The characterization of the subsurface is paramount for the exploration and production life cycle and, more specifically, for the identification of potential…”
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Antioxidant activities of some monofloral honey types produced across Minas Gerais (Brazil) by Pena Júnior, Deosvaldo S, Almeida, Clarice A, Santos, Maria Clara F, Fonseca, Pedro Henrique V, Menezes, Elytania V, de Melo Junior, Afranio F, Brandão, Murilo M, de Oliveira, Dario A, Souza, Luciano F de, Silva, Junio C, Royo, Vanessa de A

“…This study was carried out with the objective of determining the antioxidant properties and quantification of total phenolics and flavonoids in relation to…”
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Learning Geometric Features for Improving the Automatic Detection of Citrus Plantation Rows in UAV Images by Cue La Rosa, Laura Elena, Oliveira, Dario A. B., Zortea, Maciel, Holtz Gemignani, Bruno, Queiroz Feitosa, Raul

“…Unmanned aerial vehicles (UAVs) allow on-demand imaging of orchards at an unprecedented level of detail. The automated detection of plantation rows in the…”
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Unraveling the genetic diversity of Ceiba pubiflora (Malvaceae) in isolated limestone outcrops: Conservation strategies by Brandão, Murilo Malveira, de Almeida Vieira, Fábio, Neves, Abidã Gênesis da Silva, Santos, Rubens Manoel Dos, Carvalho, Dulcineia de, Menezes, Elytania Veiga, Moreira, Patrícia Abreu de, Oliveira, Dario Alves de, Júnior, Afrânio Farias de Melo, Royo, Vanessa de Andrade

“…Seasonally Dry Tropical Forests (SDTFs) located on limestone outcrops are vulnerable to degradation caused by timber logging and limestone extraction for…”
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Empowering informed choices: How computer vision can assists consumers in making decisions about meat quality by Menezes, Guilherme L., Valente Junior, Dante T., Ferreira, Rafael E.P., Oliveira, Dario A.B., Araujo, Julcimara A., Duarte, Marcio, Dorea, Joao R.R.

“…Consumers often find it challenging to assess meat sensory quality, influenced by tenderness and intramuscular fat (IMF). This study aims to develop a computer…”
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Integrase Strand Transfer Inhibitors Are Effective Anti-HIV Drugs by Smith, Steven J, Zhao, Xue Zhi, Passos, Dario Oliveira, Lyumkis, Dmitry, Burke, Jr, Terrence R, Hughes, Stephen H

“…Integrase strand transfer inhibitors (INSTIs) are currently recommended for the first line treatment of human immunodeficiency virus type one (HIV-1)…”
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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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Structural Basis for the Activation of IKK1/α by Polley, Smarajit, Passos, Dario Oliveira, Huang, De-Bin, Mulero, Maria Carmen, Mazumder, Anup, Biswas, Tapan, Verma, Inder M., Lyumkis, Dmitry, Ghosh, Gourisankar

“…Distinct signaling pathways activate the NF-κB family of transcription factors. The canonical NF-κB-signaling pathway is mediated by IκB kinase 2/β (IKK2/β),…”
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A polar transformation augmentation approach for enhancing mammary gland segmentation in ultrasound images by Oliveira, Dario A.B., Bresolin, Tiago, Coelho, Sandra G., Campos, M.M., Lage, C.F.A., Leão, J.M., Pereira, Luiz G.R., Hernandez, Laura, Dorea, João R.R.

“…Environmental factors can detrimentally affect mammary gland development, leading to negative impacts on milk secretion in mammals. Ultrasonography serves as a…”
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