92 citations · 172 across the 8 of their papers we have counts for
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eess.IV2019★ 92 cited
Machine Learning Holography for 3D Particle Field Imaging
Siyao Shao, Kevin Mallery, Santosh Kumar +1
We propose a new learning-based approach for 3D particle field imaging using holography. Our approach uses a U-net architecture incorporating residual connections, Swish activation…
eess.IV2019★ 51 cited
Regularized Inverse Holographic Volume Reconstruction for 3D Particle Tracking
Kevin Mallery, Jiarong Hong
The key limitations of digital inline holography (DIH) for particle tracking applications are poor longitudinal resolution, particle concentration limits, and case-specific process…