Skip to main content
Have a personal or library account? Click to login
A Regularized Inverse Holographic Volume Reconstruction (RIHVR) GUI Program for Digital Inline Holography (DIH) Cover

A Regularized Inverse Holographic Volume Reconstruction (RIHVR) GUI Program for Digital Inline Holography (DIH)

Open Access
|Apr 2026

Figures & Tables

Figure 1

A schematic of a typical DIH setup.

Figure 2

Schematic of the core code workflow.

Figure 3

(a) A noisy hologram with a fixed pattern noise, (b) the mean background (colored for better visualization), and (c) noisy hologram after mean background subtraction.

Figure 4

Maximum phase projections (along the axial direction) computed from (a) the background subtracted hologram of two dandelion stems with (b) λl1 and λTV at optimal values of λl1 and λTV, (c) λTV<λTV, (d) λTV>λTV, (e) λl1<λl1, and, (f) λl1>λl1.

Figure 5

Maximum phase projections computed from hologram shown in Figure 4(a) at Number of FISTA iterations (a) less than and (b) greater than the optimum, and Number of TV iterations (c) less than, and (d) greater than the optimum.

Figure 6

Cropping coordinate system for (a) center and (b) rectangular cropping.

Pseudo-code 1

saveStateToFile 

Pseudo-code 2

loadStateFromFile 

Pseudo-code 3

saveSettings 

Pseudo-code 4

makebg 

Pseudo-code 5

ccbg 

Pseudo-code 6

sparse_inverse_recon 

Pseudo-code 7

segmentation 

Pseudo-code 8

tracking 

Figure 7

(a) Raw hologram of dandelion stems (see Brady et al. [23]) and maximum phase projection in the (b) XY plane, (c) YZ plane, and (d) XZ plane.

Figure 8

(a) Background subtracted hologram from the synthetic 3D-HIT sequence, (b) temporal maximum of the maximum phase projection in the XY plane with the tracks overlayed (thick colored lines), and (c) 3D tracks computed for the first 50 frames from the dataset.

Figure 9

(a) The percent error in the magnitude of the estimated root-mean-square (RMS) velocity from the HIT dataset and (b) the error in position localization via reconstruction, deconvolution, and RIHVR (presented software).

Figure 10

(a) Background subtracted hologram from the T-Junction sequence, (b) temporal maximum of the maximum phase projection in the XY plane with the tracks overlayed (colored lines), and (c) 3D volume reconstruction for the first 100 frames from the dataset.

Figure 11

(a) Background subtracted hologram from the Vibrio cholerae C6706 sequence, (b) temporal maximum of the maximum phase projection in the XY plane with the tracks overlayed, and (c) 3D tracks computed for the first 1000 frames from the dataset.

DOI: https://doi.org/10.5334/jors.688 | Journal eISSN: 2049-9647
Language: English
Submitted on: Jan 28, 2026
Accepted on: Apr 7, 2026
Published on: Apr 22, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Gauresh Raj Jassal, Kevin Mallery, Jiarong Hong, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.