THUHoloLab/Optimization_algorithms_for_CGH THUHoloLab/Optimization_algorithms_for_CGH

  • Stars
    star
    18
  • Rank 1,208,065 (Top 24 %)
  • Language
    MATLAB
  • Created over 1 year ago
  • Updated 5 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
THUHoloLab/Optimization_algorithms_for_CGH
github

THUHoloLab

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Collection of hologram optmization algorithms, inclusing alternating projection, quasi-Newton method, stochastic gradient descent

More Repositories

1

FZA_lensless_imaging

Lensless imaging using Fresnel zone plate
MATLAB
51
star
2

Holo-encoder

High-speed computer-generated holography (CGH) using autoencoder-based deep neural network
MATLAB
45
star
3

CCTV-phase-retrieval

Compressive phase retrieval via constrained complex total variation regularization (CCTV)
MATLAB
45
star
4

Dense-U-net

Dense-U-net: Dense encoder-decoder network for holographic imaging of 3D particle field
Python
42
star
5

pixel-super-resolution-phase-retrieval

Algorithms for pixel super-resolution phase retrieval
MATLAB
28
star
6

TextureDeblur

Texture deburring for 3D reconstruction
MATLAB
22
star
7

4K-DMDNet

diffraction model-driven network for 4K computer-generated holography
MATLAB
17
star
8

CS_twin_image_removal_1

MATLAB
17
star
9

STRIVER

Spatiotemporally regularized inversion (STRIVER) for motion-resolved computational imaging
MATLAB
12
star
10

TVFP

Total variation regularization-based Fourier ptychography
MATLAB
9
star
11

SRSSA-DH

A self-restoration method for sparse aperture arrays
MATLAB
7
star
12

BIPEPI

MATLAB
7
star
13

Autofocusing_CS_DH

MATLAB
7
star
14

refractive-phase-retrieval

Projected refractive index framework for phase retrieval
MATLAB
7
star
15

MPEPI

MATLAB
7
star
16

Kramers-Kronig-multiplexing-DH

Code of High bandwidth utilization digital holographic multiplexing: an approach using Kramersโ€“Kronig relations
MATLAB
7
star
17

Explicit-Restriction_Convolutional_Framework

Restriction Explicit Convolutional Model for Lensless Imaging System
MATLAB
7
star
18

SWiM-Net

Convolutional neural network for the Snapshot Wide-field Multispectral Imaging behind Scattering Medium
Jupyter Notebook
7
star
19

Imaging_through_inhomogeneous_medium

Matlab code for Noise suppression for ballistic-photons based compressive in-line holographic imaging through inhomogeneous medium
MATLAB
7
star
20

ARPT-super-resolution

MATLAB
6
star
21

thuhololab.github.io

THU_hololab's blog pages
6
star
22

DNN-FZA_camera

Using a DNN to realize broadband image reconstruction for FZA lensless imaging
MATLAB
6
star
23

LOCI-NET

Convolutional neural network for Lensless one-shot color Imaging behind a diffuser
Jupyter Notebook
5
star
24

DGE-CNN_demo

DGE-CNN demo for 2D-to-3D holographic display based on depth gradient extracting module and CNN network
Python
5
star
25

perceptural-phase-retrieval

5
star
26

FZA_autofocusing_imaging

MATLAB
4
star
27

Vortex-Annihilation-Holography

Speckle removal in computer-generated holography through vortex annihilation
MATLAB
3
star
28

ASPM_CMI_PhaseRetrieval

MATLAB
3
star
29

LightguideCam

MATLAB
3
star
30

AF-SAPM

MATLAB
3
star
31

Contactless-HCI-system

Control program for a contactless human-computer interaction system based on three-dimensional holographic display and gesture recognition
Python
2
star
32

Holography_QPI_code

MATLAB
2
star
33

HT-autofocusing

1
star
34

YOLOv3-LAP

An object detection and segmentation algorithm for holographic 3D particle field imaging
Python
1
star
35

lccao

Dr. Liangcai Cao, Tsinghua University.
JavaScript
1
star
36

Adaptive-Constraints

A simple demonstration of using adaptive constraints generated by morphological operations to reconstruct the complex-valued object
MATLAB
1
star
37

BERDNet

Deep-learning-assisted error diffusion algorithm for high-speed and high-quality computer-generated holography
MATLAB
1
star