Dr. Olga Assainova Profile

Dr. Olga Assainova

at ISEN Brest

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Publications (3)

Proceedings Article | 7 June 2024 Poster + Paper

Bridging the gap: deep learning in the semantic segmentation of remote sensing data

Amine Hadir, Olga Assainova, Mohamed Adjou, Gaetan Palka, Marwa Elbouz, Ayman Al Falou

Proceedings Volume 13040, 130400L (2024) https://doi.org/10.1117/12.3013461

KEYWORDS: Image segmentation, Remote sensing, Principal component analysis, Image classification, 3D modeling, Land cover, Semantics, Hyperspectral imaging, Image processing, Deep learning

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Proceedings Article | 13 June 2023 Poster + Paper

Contribution of hyperspectral imaging in interventional environment: application to orthopedic surgery

Nadine Abdallah Saab, Marianne Al Hayek, Catherine Baskiotis, Nesma Settouti, Olga Assainova, Mohammed El Amine Bechar, Chafiaa Hamitouche, Marwa El Bouz

Proceedings Volume 12519, 125190S (2023) https://doi.org/10.1117/12.2665796

KEYWORDS: Hyperspectral imaging, Tissues, RGB color model, Education and training, Surgery, Data modeling, Machine learning, Image segmentation, Neodymium, Equipment

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Proceedings Article | 15 March 2023 Presentation + Paper

Information extraction in polarization-resolved second harmonic generation microscopy images of human tissues for automatic cancer diagnosis

Catherine Baskiotis, Olga Assainova, Nadine Abdallah Saab, Marwa El Bouz, Ayman Alfalou, Christian Brosseau

Proceedings Volume 12382, 1238206 (2023) https://doi.org/10.1117/12.2649370

KEYWORDS: Tissues, Collagen, Thyroid, Biological samples, Breast, Second harmonic generation, Education and training, Calibration, Databases, Neural networks

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