Mr. Md Sadman Sakib Rahman Profile

Md Sadman Sakib Rahman

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Publications (10)

Proceedings Article | 13 March 2024 Presentation

Time-lapse image classification boosts diffractive optical network inference accuracy

Md Sadman Sakib Rahman, Aydogan Ozcan

Proceedings Volume PC12903, PC129030A (2024) https://doi.org/10.1117/12.3001804

KEYWORDS: Optical networks, Image classification, Neural networks, Data processing, Visualization, Ultrafast phenomena, Statistical inference, Information fusion, Image sensors, Geometrical optics

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Proceedings Article | 13 March 2024 Presentation

Universal linear processing of spatially incoherent light with diffractive optical processors

Md Sadman Sakib Rahman, Xilin Yang, Jingxi Li, Bijie Bai, Aydogan Ozcan

Proceedings Volume PC12903, PC129030K (2024) https://doi.org/10.1117/12.3000301

KEYWORDS: Light sources and illumination, Design and modelling, Point spread functions, Optical surfaces, Information visualization, Visualization, Spatial learning, Phase distribution, Optical coherence, Multiplexing

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Proceedings Article | 13 March 2024 Presentation

Information transfer around arbitrary opaque occlusions using programmed diffraction

Md Sadman Sakib Rahman, Tianyi Gan, Emir Arda Deger, Çagatay Isil, Mona Jarrahi, Aydogan Ozcan

Proceedings Volume PC12903, PC129030U (2024) https://doi.org/10.1117/12.3000290

KEYWORDS: Opacity, Computer programming, Diffraction, Transmitters, Receivers, Geometrical optics, Education and training, Design and modelling, Telecommunications, Optical networks

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SPIE Journal Paper | 19 January 2024 Open Access

Complex-valued universal linear transformations and image encryption using spatially incoherent diffractive networks

Xilin Yang, Md Sadman Sakib Rahman, Bijie Bai, Jingxi Li, Aydogan Ozcan

APN, Vol. 3, Issue 01, 016010, (January 2024) https://doi.org/10.1117/12.10.1117/1.APN.3.1.016010

KEYWORDS: Image encryption, Education and training, Data processing, Point spread functions, Light sources and illumination, Image processing, Matrices, Geometrical optics, Visualization, Photonics

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SPIE Journal Paper | 19 January 2024 Open Access

OAM-based diffractive all-optical classification

Md Sadman Sakib Rahman, Aydogan Ozcan

AP, Vol. 6, Issue 01, 010501, (January 2024) https://doi.org/10.1117/12.10.1117/1.AP.6.1.010501

KEYWORDS: Sensors, Neural networks, Optical networks, Multiplexing, Angular momentum, Visual optics, Parallel computing, Network architectures, Digital Light Processing, Computer architecture

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Proceedings Article | 28 September 2023 Presentation

Time-lapse image classification using a diffractive optical network

Md Sadman Sakib Rahman, Aydogan Ozcan

Proceedings Volume PC12655, PC126550R (2023) https://doi.org/10.1117/12.2678185

KEYWORDS: Image classification, Optical networks, Statistical inference, Neural networks, Parallel computing, Optical computing, Light-matter interactions, Information fusion, Image sensors, Image enhancement

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Proceedings Article | 4 October 2022 Presentation

All-optical reconstruction of holograms using diffractive networks (Conference Presentation)

Md Sadman Sakib Rahman, Aydogan Ozcan

Proceedings Volume PC12204, PC122040E (2022) https://doi.org/10.1117/12.2632562

KEYWORDS: Holograms, Digital holography, 3D image reconstruction, Image quality, Reconstruction algorithms, Diffraction, Systems modeling, Optical simulations, Optical design, Neural networks

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Proceedings Article | 9 March 2022 Presentation

Advancing diffractive network-based image classification by ensemble learning

Md Sadman Sakib Rahman, Jingxi Li, Deniz Mengu, Yair Rivenson, Aydogan Ozcan

Proceedings Volume PC12019, PC1201901 (2022) https://doi.org/10.1117/12.2608016

KEYWORDS: Image classification, Image filtering, Statistical inference, Optical networks, Computer programming

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Proceedings Article | 7 March 2022 Presentation

Diffractive networks all-optically reconstruct holograms

Md Sadman Sakib Rahman, Aydogan Ozcan

Proceedings Volume PC12026, PC1202604 (2022) https://doi.org/10.1117/12.2608020

KEYWORDS: Holograms, Holography, Reconstruction algorithms, Digital holography, Optical design, Diffraction, 3D image reconstruction

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Proceedings Article | 1 August 2021 Presentation

Ensemble learning boosts the inference accuracy of diffractive neural networks

Md. Sadman Sakib Rahman, Jingxi Li, Deniz Mengu, Yair Rivenson, Aydogan Ozcan

Proceedings Volume 11804, 118040E (2021) https://doi.org/10.1117/12.2593665

KEYWORDS: Neural networks, Statistical inference, Optical networks, Imaging systems, Image classification, Spatial filters, Sensing systems, Network architectures, Machine learning, Computer programming

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Showing 5 of 10 publications

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