Dário A. B. Oliveira

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 19

Top Topics

Fusion Strategies

Ultrasound Images

Top Venues

IEEE Geosci. Remote. Sens. Lett.

IEEE Trans. Geosci. Remote. Sens.

Publications

Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Hiba Najjar, Dário A. B. Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu
Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing. CoRR (2024)
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 Ricardo Rebouças Dórea
A polar transformation augmentation approach for enhancing mammary gland segmentation in ultrasound images. Comput. Electron. Agric. 220 (2024)
Ivica Obadic, Alex Levering, Lars Pennig, Dário A. B. Oliveira, Diego Marcos, Xiaoxiang Zhu
Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes. CoRR (2024)
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, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran
Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR (2023)
Laura Elena Cue La Rosa, Dário A. B. Oliveira, Pedram Ghamisi
Learning crop type mapping from regional label proportions in large-scale SAR and optical imagery. CoRR (2022)
Dário A. B. Oliveira, Jorge Guevara Diaz, Bianca Zadrozny, Campbell D. Watson, Xiao Xiang Zhu
Controlling Weather Field Synthesis Using Variational Autoencoders. IGARSS (2022)
Laura Elena Cué La Rosa, Dário A. B. Oliveira, Maciel Zortea, Bruno Holtz Gemignani, Raul Queiroz Feitosa
Learning Geometric Features for Improving the Automatic Detection of Citrus Plantation Rows in UAV Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Dário A. B. Oliveira, Daniil Semin, Semen Zaytsev
Self-Supervised Ground-Roll Noise Attenuation Using Self-Labeling and Paired Data Synthesis. IEEE Trans. Geosci. Remote. Sens. 59 (8) (2021)
Bianca Zadrozny, Campbell D. Watson, Daniela Szwarcman, Daniel Civitarese, Dário A. B. Oliveira, Eduardo Rodrigues, Jorge Guevara Diaz
A modular framework for extreme weather generation. CoRR (2021)
Rodrigo S. Ferreira, Dário A. B. Oliveira, Daniil Semin, Semen Zaytsev
Automatic Velocity Analysis Using a Hybrid Regression Approach With Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Danilo Calhes, Felipe Kawashita Kobayashi, Andréa Britto Mattos, Maysa M. G. Macedo, Dário A. B. Oliveira
Simplifying Horizon Picking Using Single-Class Semantic Segmentation Networks. SIBGRAPI (2021)
Laura Elena Cué La Rosa, Dário A. B. Oliveira, Raul Queiroz Feitosa
Investigating Fusion Strategies on Encoder-Decoder Networks for Crop Segmentation Using SAR and Optical Image Sequences. IGARSS (2021)
Andréa Britto Mattos, Daniel Civitarese, Daniela Szwarcman, Matheus Oliveira, Semen Zaytsev, Daniil Semin, Dário A. B. Oliveira
Enabling Robust Horizon Picking From Small Training Sets. IEEE Trans. Geosci. Remote. Sens. 59 (6) (2021)
Rodrigo S. Ferreira, Julia Noce, Dário A. B. Oliveira, Emilio Vital Brazil
Generating Sketch-Based Synthetic Seismic Images With Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 17 (8) (2020)
Maysa M. G. Macedo, Dário A. B. Oliveira
Exploring features towards semantic characterization of lung nodules in computed tomography images. Medical Imaging: Computer-Aided Diagnosis (2019)
Dário A. B. Oliveira, Rodrigo S. Ferreira, Reinaldo M. Da Gama e Silva, Emilio Vital Brazil
Improving Seismic Data Resolution With Deep Generative Networks. IEEE Geosci. Remote. Sens. Lett. 16 (12) (2019)
Jose David Bermudez Castro, Patrick Nigri Happ, Raul Queiroz Feitosa, Dário A. B. Oliveira
Synthesis of Multispectral Optical Images From SAR/Optical Multitemporal Data Using Conditional Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 16 (8) (2019)
Dário A. B. Oliveira, Maysa M. G. Macedo, Pedro Nicz, Carlos Campos, Pedro A. Lemos, Marco A. Gutierrez
Coronary calcification identification in optical coherence tomography using convolutional neural networks. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Rodrigo S. Ferreira, Cristiana Bentes, Gilson A. O. P. da Costa, Dário A. B. Oliveira, Patrick Nigri Happ, Raul Queiroz Feitosa, Paolo Gamba
A Set of Methods to Support Object-Based Distributed Analysis of Large Volumes of Earth Observation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (2) (2017)