Mr. Lucas P. Ramos Profile

Lucas P. Ramos

at Instituto Tecnológico de Aeronáutica

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Publications (2)

Proceedings Article | 28 October 2022 Presentation + Paper

Hybrid feature extraction based on PCA and CNN for oil rig classification in C-Band SAR imagery

Fabiano da Silva, Lucas Ramos, Bruna Palm, Dimas Alves, Mats Pettersson, Renato Machado

Proceedings Volume 12276, 122760G (2022) https://doi.org/10.1117/12.2636274

KEYWORDS: Synthetic aperture radar, Feature extraction, Principal component analysis, Image classification, Statistical analysis, Image processing, Machine learning, Convolutional neural networks, Automatic target recognition

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Proceedings Article | 20 September 2020 Presentation + Paper

Change detection in UWB VHF SAR images exploiting flight heading diversity through robust principal component analysis

Lucas Ramos, Christofer Schwartz, Dimas Alves, Leonardo Duarte, Mats Pettersson, Viet Vu, Renato Machado

Proceedings Volume 11533, 115330G (2020) https://doi.org/10.1117/12.2574716

KEYWORDS: Synthetic aperture radar, Principal component analysis, Detection and tracking algorithms, Target detection, Signal detection, Backscatter, Receivers

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