Lei Tian

Orcid: 0000-0002-1316-4456

Affiliations:
  • Boston University, MA, USA
  • University of California Berkeley, CA, USA (2013 - 2016)
  • Massachusetts Institute of Technology, Cambridge, MA, USA (PhD 2013)


According to our database1, Lei Tian authored at least 16 papers between 2014 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
DeepFilters: Scattering-Aware Pupil Engineering with Learned Digital Filter Reconstruction for Extended Depth of Field Microscopy.
CoRR, May, 2026

Reflection-Mode Multi-Slice Fourier Ptychographic Tomography.
IEEE Trans. Computational Imaging, 2026

2025
Age-informed, attention-based weakly supervised learning for neuropathological image assessment.
Brain Informatics, December, 2025

2023
Local Conditional Neural Fields for Versatile and Generalizable Large-Scale Reconstructions in Computational Imaging.
CoRR, 2023

2022
Recovery of continuous 3D refractive index maps from discrete intensity-only measurements using neural fields.
Nat. Mac. Intell., September, 2022

2021
Zero-Shot Learning of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements.
CoRR, 2021

2020
SIMBA: Scalable Inversion in Optical Tomography Using Deep Denoising Priors.
IEEE J. Sel. Top. Signal Process., 2020

Model and learning-based computational 3D phase microscopy with intensity diffraction tomography.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Regularized Fourier Ptychography Using an Online Plug-and-play Algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Convolutional neural network for Fourier ptychography video reconstruction: learning temporal dynamics from spatial ensembles.
CoRR, 2018

2017
Computational microscopy: illumination coding and nonlinear optimization enables Gigapixel 3D phase imaging.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Nonlinear Optimization Algorithm for Partially Coherent Phase Retrieval and Source Recovery.
IEEE Trans. Computational Imaging, 2016

Structured illumination microscopy with unknown patterns and a statistical prior.
CoRR, 2016

2015
Computational imaging: Machine learning for 3D microscopy.
Nat., 2015

Experimental robustness of Fourier Ptychography phase retrieval algorithms.
CoRR, 2015

2014
Non-uniform sampling and Gaussian process regression in transport of intensity phase imaging.
Proceedings of the IEEE International Conference on Acoustics, 2014


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