Learning-based nonparametric autofocusing for digital holography

Z Ren, Z Xu, EY Lam - Optica, 2018 - opg.optica.org
In digital holography, it is crucial to extract the object distance from a hologram in order to
reconstruct its amplitude and phase. This is known as autofocusing, which is conventionally …

[图书][B] Computer Holography: Acceleration Algorithms and Hardware Implementations

T Shimobaba, T Ito - 2019 - taylorfrancis.com
This book describes algorithms and hardware implementations of computer holography,
especially in terms of fast calculation. It summarizes the basics of holography and computer …

Convolutional neural network-based regression for depth prediction in digital holography

T Shimobaba, T Kakue, T Ito - 2018 IEEE 27th International …, 2018 - ieeexplore.ieee.org
Digital holography enables us to reconstruct objects in three-dimensional space from
holograms captured by an imaging device. For the reconstruction, we need to know the …

Autofocusing in digital holography using deep learning

Z Ren, Z Xu, EY Lam - Three-Dimensional and …, 2018 - spiedigitallibrary.org
In digital holography, it is critical to know the distance in order to reconstruct the multi-
sectional object. This autofocusing is traditionally solved by reconstructing a stack of in-focus …

Study of an image autofocus method based on power threshold function wavelet reconstruction and a quality evaluation algorithm

Z Yan, G Chen, W Xu, C Yang, Y Lu - Applied optics, 2018 - opg.optica.org
As a key component in optical microscopy imaging systems, autofocus technology has a
significant effect on imaging quality. In this paper, an optical microscopy autofocus method …

Extended focused imaging and depth map reconstruction in optical scanning holography

Z Ren, N Chen, EY Lam - Applied optics, 2016 - opg.optica.org
In conventional microscopy, specimens lying within the depth of field are clearly recorded
whereas other parts are blurry. Although digital holographic microscopy allows post …

Acceleration of autofocusing with improved edge extraction using structure tensor and Schatten norm

Z Ren, EY Lam, J Zhao - Optics express, 2020 - opg.optica.org
Determining the optimal focal plane amongst a stack of blurred images in a short response
time is a non-trivial task in optical imaging like microscopy and photography. An …

Enhanced autofocusing in optical scanning holography based on hologram decomposition

S Jiao, PWM Tsang, TC Poon, JP Liu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Optical scanning holography is a compact and powerful method for capturing hologram of a
wide three-dimensional (3-D) view scene. After a hologram has been taken, it is often …

Multi-object reconstruction of plankton digital holograms

W Hu, X Yang, N Wang, X Zhang, Y Cui, J Yu… - Multimedia Tools and …, 2024 - Springer
Plankton is the base of the ocean ecosystem and is very sensitive to changes in their
environment. Thus, monitoring the status of plankton in-situ has incredible importance for …

Enhanced autofocusing scheme in digital holography based on hologram decomposition

J Shuming, PWM Tsang - 2016 IEEE 14th International …, 2016 - ieeexplore.ieee.org
In digital holography, it is necessary to identify the focal plane distances automatically for a
hologram containing information of multiple object depth sections. This paper points out the …