High-Quality 3D Display for Integral Imaging Microscope Using Deep Learning Depth Estimation Algorithm

Ki Chul Kwon; Ki Hoon Kwon; Munkh Uchral Erdenebat; Young Tae Lim; Jong Rae Jeong; Min Young Kim; Nam Kim

doi:10.1364/CLEOPR.2020.P4_11

High-Quality 3D Display for Integral Imaging Microscope Using Deep Learning Depth Estimation Algorithm

Ki Chul Kwon
, Ki Hoon Kwon
, Munkh Uchral Erdenebat
, Young Tae Lim
, Jong Rae Jeong
, Min Young Kim
, Nam Kim

School of Electronics Engineering

Chungbuk National University
Suwon University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

The high-quality visualization method for integral imaging microscope using deep learning depth estimation algorithm is proposed. The point cloud model is regenerated from the accurate depth information and a high-resolution image and displayed.

Original language	English
Title of host publication	2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9780646825045
DOIs	https://doi.org/10.1364/CLEOPR.2020.P4_11
State	Published - Aug 2020
Event	2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Sydney, Australia Duration: 3 Aug 2020 → 5 Aug 2020

Publication series

Name	2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings

Conference

Conference	2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020
Country/Territory	Australia
City	Sydney
Period	3/08/20 → 5/08/20

Access to Document

10.1364/CLEOPR.2020.P4_11

Cite this

Kwon, K. C., Kwon, K. H., Erdenebat, M. U., Lim, Y. T., Jeong, J. R., Kim, M. Y., & Kim, N. (2020). High-Quality 3D Display for Integral Imaging Microscope Using Deep Learning Depth Estimation Algorithm. In 2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings Article 9256971 (2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1364/CLEOPR.2020.P4_11

Kwon, Ki Chul ; Kwon, Ki Hoon ; Erdenebat, Munkh Uchral et al. / High-Quality 3D Display for Integral Imaging Microscope Using Deep Learning Depth Estimation Algorithm. 2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. (2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings).

@inproceedings{24b536a044b240c2b12981753054febb,

title = "High-Quality 3D Display for Integral Imaging Microscope Using Deep Learning Depth Estimation Algorithm",

abstract = "The high-quality visualization method for integral imaging microscope using deep learning depth estimation algorithm is proposed. The point cloud model is regenerated from the accurate depth information and a high-resolution image and displayed.",

author = "Kwon, \{Ki Chul\} and Kwon, \{Ki Hoon\} and Erdenebat, \{Munkh Uchral\} and Lim, \{Young Tae\} and Jeong, \{Jong Rae\} and Kim, \{Min Young\} and Nam Kim",

note = "Publisher Copyright: {\textcopyright} 2020 Ki-Chul Kwon and Nam Kim ; 2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 ; Conference date: 03-08-2020 Through 05-08-2020",

year = "2020",

month = aug,

doi = "10.1364/CLEOPR.2020.P4\_11",

language = "English",

series = "2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings",

address = "United States",

}

Kwon, KC, Kwon, KH, Erdenebat, MU, Lim, YT, Jeong, JR, Kim, MY & Kim, N 2020, High-Quality 3D Display for Integral Imaging Microscope Using Deep Learning Depth Estimation Algorithm. in 2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings., 9256971, 2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020, Sydney, Australia, 3/08/20. https://doi.org/10.1364/CLEOPR.2020.P4_11

High-Quality 3D Display for Integral Imaging Microscope Using Deep Learning Depth Estimation Algorithm. / Kwon, Ki Chul; Kwon, Ki Hoon; Erdenebat, Munkh Uchral et al.
2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. 9256971 (2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - High-Quality 3D Display for Integral Imaging Microscope Using Deep Learning Depth Estimation Algorithm

AU - Kwon, Ki Chul

AU - Kwon, Ki Hoon

AU - Erdenebat, Munkh Uchral

AU - Lim, Young Tae

AU - Jeong, Jong Rae

AU - Kim, Min Young

AU - Kim, Nam

PY - 2020/8

Y1 - 2020/8

N2 - The high-quality visualization method for integral imaging microscope using deep learning depth estimation algorithm is proposed. The point cloud model is regenerated from the accurate depth information and a high-resolution image and displayed.

AB - The high-quality visualization method for integral imaging microscope using deep learning depth estimation algorithm is proposed. The point cloud model is regenerated from the accurate depth information and a high-resolution image and displayed.

UR - https://www.scopus.com/pages/publications/85098076869

U2 - 10.1364/CLEOPR.2020.P4_11

DO - 10.1364/CLEOPR.2020.P4_11

M3 - Conference contribution

AN - SCOPUS:85098076869

T3 - 2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings

BT - 2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020

Y2 - 3 August 2020 through 5 August 2020

ER -

Kwon KC, Kwon KH, Erdenebat MU, Lim YT, Jeong JR, Kim MY et al. High-Quality 3D Display for Integral Imaging Microscope Using Deep Learning Depth Estimation Algorithm. In 2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. 9256971. (2020 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2020 - Proceedings). doi: 10.1364/CLEOPR.2020.P4_11

High-Quality 3D Display for Integral Imaging Microscope Using Deep Learning Depth Estimation Algorithm

Abstract

Publication series

Conference

Access to Document

Other files and links

Fingerprint

Cite this