Dr. Michael R. Kellman Profile

Dr. Michael R. Kellman

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Publications (5)

Proceedings Article | 5 March 2021 Presentation

Algorithmic self-calibration for optimized 3D quantitative differential phase contrast microscopy

Ruiming Cao, Michael Kellman, David Yonghuan Ren, Regina Eckert, Laura Waller

Proceedings Volume 11653, 116530R (2021) https://doi.org/10.1117/12.2577318

KEYWORDS: Phase contrast, Calibration, Microscopy, 3D metrology, Microscopes, Refractive index, 3D image processing, Tomography, Statistical analysis

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Proceedings Article | 11 March 2020 Presentation

Data-driven experimental design for computational imaging (Conference Presentation)

Michael Kellman, Emrah Bostan, Michael Lustig, Laura Waller

Proceedings Volume 11249, 1124916 (2020) https://doi.org/10.1117/12.2544345

KEYWORDS: Computational imaging, Imaging systems, Computing systems, Temporal resolution, Light emitting diodes, Microscopy, Diffraction, 3D image processing, 3D metrology, Refractive index

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Proceedings Article | 9 March 2020 Presentation

3D fluorescence deconvolution with deep priors (Conference Presentation)

Kevin Zhang, Michael Kellman, Emrah Bostan, Laura Waller

Proceedings Volume 11245, 112450N (2020) https://doi.org/10.1117/12.2545041

KEYWORDS: Luminescence, Deconvolution, Convolutional neural networks, Machine learning, Microscopes, Machine vision, Computer vision technology, Pattern recognition

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Proceedings Article | 9 March 2020 Presentation

Physics-based learning for measurement diversity in 3D refractive index microscopy (Conference Presentation)

Regina Eckert, Michael Kellman, Laura Waller

Proceedings Volume 11245, 112450X (2020) https://doi.org/10.1117/12.2543402

KEYWORDS: 3D metrology, 3D modeling, Refractive index, Microscopy, 3D image processing, Stereoscopy, Algorithm development, Spatial light modulators, Phase imaging, Machine learning

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Proceedings Article | 15 May 2018 Presentation

Motion resolved quantitative phase imaging (Conference Presentation)

Michael Kellman, Zachary Phillips, David Ren, Michael Lustig, Laura Waller

Proceedings Volume 10669, 106690D (2018) https://doi.org/10.1117/12.2300100

KEYWORDS: Phase imaging, Motion measurement, Phase retrieval, Phase measurement, Image registration, Motion estimation, Microscopy, Phase contrast, Transmittance, Temporal resolution

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