Publications

Publications

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37 entries « 1 of 2 »

Michael Kellman; Kevin Zhang; Eric Markley; Jon Tamir; Emrah Bostan; Michael Lustig; Laura Waller

Memory-efficient Learning for Large-Scale Computational Imaging Journal Article

In: IEEE Transactions on Computational Imaging, vol. 6, pp. 1403-1414, 2020.

Links | BibTeX | Tags: algorithms, computational imaging, experimental design, learning-based, LED array, memory efficient, memory-efficient, physics-based

Michael Kellman

Physics-based Learning for Large-scale Computational Imaging PhD Thesis

EECS Department, University of California, Berkeley, 2020.

Abstract | Links | BibTeX | Tags: algorithms, computational imaging, experimental design, learning-based, LED array, memory efficient, memory-efficient, physics-based

Emrah Bostan; Reinhard Heckel; Michael Chen; Michael Kellman; Laura Waller

Deep Phase Decoder: Self-calibrating phase microscopy with an untrained deep neural network Journal Article

In: Optica, vol. 7, no. 6, pp. 559-562, 2020.

Links | BibTeX | Tags: algorithms, learning-based, LED array, measurement diversity, phase imaging, physics-based, self-calibration

Michael Kellman; Emrah Bostan; Michael Lustig; Laura Waller

Data-driven experimental design for computational imaging Proceedings Article

In: Quantitative Phase Imaging VI, pp. 1124916, International Society for Optics and Photonics 2020.

BibTeX | Tags: experimental design, learning-based, LED array, phase imaging

Ruiming Cao; Michael Kellman; David Ren; Laura Waller

3D Differential Phase Contrast Microscopy with Axial Motion Deblurring Proceedings Article

In: Imaging and Applied Optics Congress, pp. CF4C.2, Optical Society of America, 2020.

Abstract | Links | BibTeX | Tags: 3D imaging, Deblurring; Optical depth; Phase contrast; Refractive index; Stochastic gradient descent; Three dimensional imaging, DPC, LED array

Henry Pinkard; Zachary F Phillips; Arman Babakhani; Daniel A Fletcher; Laura Waller

Deep learning for single-shot autofocus microscopy Journal Article

In: Optica, vol. 6, no. 6, pp. 794–797, 2019.

Links | BibTeX | Tags: algorithms, high-throughput, LED array

Tomas Aidukas; Regina Eckert; Andrew R Harvey; Laura Waller; Pavan C Konda

Low-cost, sub-micron resolution, wide-field computational microscopy using opensource hardware Journal Article

In: Scientific reports, vol. 9, no. 1, pp. 1–12, 2019.

Links | BibTeX | Tags: FPM, LED array, phase imaging, self-calibration

Zachary F Phillips

Quantitative Microscopy using Coded Illumination PhD Thesis

University of California, Berkeley, 2019.

Links | BibTeX | Tags: algorithms, DPC, LED array, motion deblur, self-calibration

Michael Chen; Zachary F Phillips; Laura Waller

Quantitative differential phase contrast (DPC) microscopy with computational aberration correction Journal Article

In: Optics express, vol. 26, no. 25, pp. 32888–32899, 2018.

Links | BibTeX | Tags: aberrations, DPC, LED array, phase imaging, self-calibration

Regina Eckert; Zachary F Phillips; Laura Waller

Efficient illumination angle self-calibration in Fourier ptychography Journal Article

In: Applied Optics, vol. 57, no. 19, pp. 5434–5442, 2018.

Links | BibTeX | Tags: algorithms, FPM, LED array, phase imaging, self-calibration

Zachary F Phillips; Regina Eckert; Laura Waller

Quasi-dome: A self-calibrated high-NA LED illuminator for Fourier ptychography Proceedings Article

In: Imaging Systems and Applications, pp. IW4E–5, Optical Society of America 2017.

Links | BibTeX | Tags: experimental design, FPM, LED array, self-calibration

David Ren; Emrah Bostan; Li-Hao Yeh; Laura Waller

Total-variation regularized Fourier ptychographic microscopy with multiplexed coded illumination Proceedings Article

In: Mathematics in Imaging, pp. MM3C–5, Optical Society of America 2017.

Links | BibTeX | Tags: algorithms, FPM, LED array, multiplexed illumination

Lei Tian; Li-hao Yeh; Regina Eckert; Laura Waller

Computational microscopy: illumination coding and nonlinear optimization enables gigapixel 3D phase imaging Proceedings Article

In: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6225–6229, IEEE 2017.

Links | BibTeX | Tags: 3D imaging, algorithms, FPM, high-throughput, LED array, phase imaging

Regina Eckert; Lei Tian; Laura Waller

Algorithmic self-calibration of illumination angles in Fourier ptychographic microscopy Proceedings Article

In: Computational Optical Sensing and Imaging, pp. CT2D–3, Optical Society of America 2016.

Links | BibTeX | Tags: FPM, LED array, phase imaging, self-calibration

Lei Tian; Laura Waller

High-speed gigapixel and 3D phase microscopy using coded illumination Proceedings Article

In: Three-Dimensional and Multidimensional Microscopy: Image Acquisition and Processing XXIII, pp. 97130T, International Society for Optics and Photonics 2016.

Links | BibTeX | Tags: 3D imaging, high-throughput, LED array, phase imaging

Jingshan Zhong; Lei Tian; Paroma Varma; Laura Waller

Nonlinear optimization algorithm for partially coherent phase retrieval and source recovery Journal Article

In: IEEE Transactions on Computational Imaging, vol. 2, no. 3, pp. 310–322, 2016.

Links | BibTeX | Tags: algorithms, LED array, nonlinear optimization, partial coherence, phase from defocus, phase imaging

Li-Hao Yeh; Jonathan Dong; Jingshan Zhong; Lei Tian; Michael Chen; Gongguo Tang; Mahdi Soltanolkotabi; Laura Waller

Experimental robustness of Fourier ptychography phase retrieval algorithms Journal Article

In: Optics express, vol. 23, no. 26, pp. 33214–33240, 2015.

Links | BibTeX | Tags: algorithms, FPM, high-resolution, high-throughput, LED array, phase imaging

Lei Tian; Ziji Liu; Li-Hao Yeh; Michael Chen; Jingshan Zhong; Laura Waller

Computational illumination for high-speed in vitro Fourier ptychographic microscopy Journal Article

In: Optica, vol. 2, no. 10, pp. 904–911, 2015.

Links | BibTeX | Tags: FPM, high-resolution, high-throughput, in vitro imaging, LED array, phase imaging

Laura Waller; Lei Tian; Jingshan Zhong; Ziji Liu

Large-scale phase retrieval for metrology Proceedings Article

In: 2015 International Conference on Optical MEMS and Nanophotonics (OMN), pp. 1–2, IEEE 2015.

Links | BibTeX | Tags: FPM, LED array, phase from defocus, phase imaging

Lei Tian; Laura Waller

3D Fourier Ptychographic imaging from light field measurements in an LED array microscope Proceedings Article

In: Computational Optical Sensing and Imaging, pp. CT3F–2, Optical Society of America 2015.

Links | BibTeX | Tags: 3D imaging, FPM, LED array, light field, phase imaging

Laura Waller; Lei Tian

3D Phase Retrieval with Computational Illumination Proceedings Article

In: Computational Optical Sensing and Imaging, pp. CW4E–1, Optical Society of America 2015.

Links | BibTeX | Tags: 3D imaging, LED array, phase imaging

Zachary F Phillips; Michael V D'Ambrosio; Lei Tian; Jared J Rulison; Hurshal S Patel; Nitin Sadras; Aditya V Gande; Neil A Switz; Daniel A Fletcher; Laura Waller

Computational CellScope: Multi-Contrast Imaging on a Smartphone-Based Microscope Using a Domed Programmable LED Array Proceedings Article

In: Bio-Optics: Design and Application, pp. BM3A–7, Optical Society of America 2015.

Links | BibTeX | Tags: DPC, experimental design, FPM, LED array

Zachary F Phillips; Gautam Gunjala; Paroma Varma; Jingshan Zhong; Laura Waller

Design of a Domed LED Illuminator for High-Angle Computational Illumination Proceedings Article

In: Imaging Systems and Applications, pp. ITh1A–2, Optical Society of America 2015.

Links | BibTeX | Tags: experimental design, high NA, LED array

Zachary F Phillips; Michael V D'Ambrosio; Lei Tian; Jared J Rulison; Hurshal S Patel; Nitin Sadras; Aditya V Gande; Neil A Switz; Daniel A Fletcher; Laura Waller

Multi-contrast imaging and digital refocusing on a mobile microscope with a domed LED array Journal Article

In: PloS one, vol. 10, no. 5, 2015.

Links | BibTeX | Tags: 3D imaging, CellScope, LED array, multi-contrast, phase imaging

Chenguang Ma; Ziji Liu; Lei Tian; Qionghai Dai; Laura Waller

Motion deblurring with temporally coded illumination in an LED array microscope Journal Article

In: Optics letters, vol. 40, no. 10, pp. 2281–2284, 2015.

Links | BibTeX | Tags: algorithms, coded illumination, LED array, motion deblur

37 entries « 1 of 2 »