Artificial intelligence-assisted light control and computational imaging through scattering media

S Cheng, H Li, Y Luo, Y Zheng, P Lai - Journal of innovative optical …, 2019 - World Scientific
Coherent optical control within or through scattering media via wavefront sha** has seen
broad applications since its invention around 2007. Wavefront sha** is aimed at …

Comprehensive high-quality three-dimensional display system based on a simplified light-field image acquisition method and a full-connected deep neural network

MU Erdenebat, T Amgalan, A Khuderchuluun, OS Nam… - Sensors, 2023 - mdpi.com
We propose a high-quality, three-dimensional display system based on a simplified light
field image acquisition method, and a custom-trained full-connected deep neural network is …

Integral imaging reconstruction system based on the human eye viewing mechanism

YJN Gu, J Zhang, Y Piao, LJ Deng, Q Wang - Optics Express, 2023 - opg.optica.org
For integral stereo imaging systems based on lens arrays, the cross-mixing of erroneous
light rays between adjacent lenses seriously affects the quality of the reconstructed light …

Super-resolution enhancement method based on generative adversarial network for integral imaging microscopy

MS Alam, KC Kwon, MU Erdenebat, M Y. Abbass… - Sensors, 2021 - mdpi.com
The integral imaging microscopy system provides a three-dimensional visualization of a
microscopic object. However, it has a low-resolution problem due to the fundamental …

High-quality 3D visualization system for light-field microscopy with fine-scale shape measurement through accurate 3D surface data

KH Kwon, MU Erdenebat, N Kim, A Khuderchuluun… - Sensors, 2023 - mdpi.com
We propose a light-field microscopy display system that provides improved image quality
and realistic three-dimensional (3D) measurement information. Our approach acquires both …

Advanced three-dimensional visualization system for an integral imaging microscope using a fully convolutional depth estimation network

KC Kwon, KH Kwon, MU Erdenebat… - IEEE Photonics …, 2020 - ieeexplore.ieee.org
In this paper, we propose an advanced three-dimensional visualization method for an
integral imaging microscope system to simultaneously improve the resolution and quality of …

Image quality enhancement of 4D light field microscopy via reference impge propagation-based one-shot learning

KH Kwon, MU Erdenebat, N Kim, KC Kwon, MY Kim - Applied Intelligence, 2023 - Springer
Abstract Four-dimensional (4D) light-field (LF) microscopes can acquire 3D information
about target objects using a microlens array (MLA). However, the resolution and quality of …

Advanced visualization using image super-resolution method for three-dimensional mobile system

MU Erdenebat, YL Piao, KC Kwon, MH Lee… - Optics …, 2021 - Elsevier
A three-dimensional mobile system with advanced visualization based on image super-
resolution method is proposed and implemented. Here, real object information is acquired …

Advanced depth-layering using a synthetic-depth map and deep neural network for real-world object-based holographic displays

T Amgalan, HY Wu, MU Erdenebat… - Optics …, 2024 - opg.optica.org
We propose an advanced layering method for real-world object-based holographic displays,
leveraging what we believe to be a novel synthetic-depth map and deep neural network …

Deep Learning Model for Resolution Enhancement of Biomedical Images for Biometrics

B RaviKrishna, MV Reddy, M Soni… - … for Biomedical and …, 2025 - Wiley Online Library
In the fields of precision biometrics and healthcare, high‐resolution biometric images play a
crucial role as objective proof for accurate illness diagnosis. However, due to limitations in …