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, 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]

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]