Mr. Mazharul Hossain Profile

Mazharul Hossain

Graduate Research Assistant

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Publications (3)

Proceedings Article | 3 October 2024 Poster + Paper

Investigation of unsupervised and supervised hyperspectral anomaly detection

Mazharul Hossain, Aaron Robinson, Lan Wang, Chrysanthe Preza

Proceedings Volume 13138, 1313817 (2024) https://doi.org/10.1117/12.3029916

KEYWORDS: Sensors, Detection and tracking algorithms, Machine learning, Mixtures, Principal component analysis, Hyperspectral imaging, Education and training, Data modeling, Tunable filters, Imaging spectroscopy

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Proceedings Article | 14 June 2023 Presentation + Paper

Hyperspectral unmixing-based anomaly detection

Mohammed Younis, Mazharul Hossain, Aaron Robinson, Lan Wang, Chrysanthe Preza

Proceedings Volume 12523, 1252302 (2023) https://doi.org/10.1117/12.2664706

KEYWORDS: Detection and tracking algorithms, Hyperspectral imaging, Binary data, Image classification, Object detection, Target detection, Hyperspectral target detection

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Proceedings Article | 14 June 2023 Presentation + Paper

Structured illumination microscope image reconstruction using unrolled physics-informed generative adversarial network (UPIGAN)

S. Parisa Dajkhosh, Mazharul Hossain, Chrysanthe Preza

Proceedings Volume 12523, 125230A (2023) https://doi.org/10.1117/12.2663268

KEYWORDS: Image restoration, Super resolution, Light sources and illumination, Deep learning, Microscopy, Image processing, Image enhancement, 3D modeling

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