Near-infrared coded illumination-based image deblurring and colorization

Jaelin Lee; Byeungwoo Jeon

doi:10.1109/ICEIC51217.2021.9369762

Near-infrared coded illumination-based image deblurring and colorization

Jaelin Lee
, Byeungwoo Jeon

Sungkyunkwan University

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

Abstract

The handheld device-based biosensing for capturing nano-size bacteria is prone to suffering from motion blur. In this context, in this paper, we address an imaging method using near-infrared coded lights. Since the near-infrared illumination can cause the original color shifted in the captured image, we also discuss how to preserve the color information by capturing two consecutive images with complementarily designed illumination patterns. The proposed method with a coded near-infrared illumination can greatly improve the texture of the blurred images and aid in color restoration. We show the performance of the proposed method using a real dataset.

Original language	English
Title of host publication	2021 International Conference on Electronics, Information, and Communication, ICEIC 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728191614
DOIs	https://doi.org/10.1109/ICEIC51217.2021.9369762
State	Published - 31 Jan 2021
Externally published	Yes
Event	2021 International Conference on Electronics, Information, and Communication, ICEIC 2021 - Jeju, Korea, Republic of Duration: 31 Jan 2021 → 3 Feb 2021

Publication series

Name	2021 International Conference on Electronics, Information, and Communication, ICEIC 2021

Conference

Conference	2021 International Conference on Electronics, Information, and Communication, ICEIC 2021
Country/Territory	Korea, Republic of
City	Jeju
Period	31/01/21 → 3/02/21

Keywords

Biosensing
Coded pattern
Computational photography
Image deblurring

Access to Document

10.1109/ICEIC51217.2021.9369762

Cite this

Lee, J., & Jeon, B. (2021). Near-infrared coded illumination-based image deblurring and colorization. In 2021 International Conference on Electronics, Information, and Communication, ICEIC 2021 Article 9369762 (2021 International Conference on Electronics, Information, and Communication, ICEIC 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICEIC51217.2021.9369762

@inproceedings{ba721023933d4b74a1d0a557996ada9b,

title = "Near-infrared coded illumination-based image deblurring and colorization",

abstract = "The handheld device-based biosensing for capturing nano-size bacteria is prone to suffering from motion blur. In this context, in this paper, we address an imaging method using near-infrared coded lights. Since the near-infrared illumination can cause the original color shifted in the captured image, we also discuss how to preserve the color information by capturing two consecutive images with complementarily designed illumination patterns. The proposed method with a coded near-infrared illumination can greatly improve the texture of the blurred images and aid in color restoration. We show the performance of the proposed method using a real dataset.",

keywords = "Biosensing, Coded pattern, Computational photography, Image deblurring",

author = "Jaelin Lee and Byeungwoo Jeon",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 International Conference on Electronics, Information, and Communication, ICEIC 2021 ; Conference date: 31-01-2021 Through 03-02-2021",

year = "2021",

month = jan,

day = "31",

doi = "10.1109/ICEIC51217.2021.9369762",

language = "English",

series = "2021 International Conference on Electronics, Information, and Communication, ICEIC 2021",

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

booktitle = "2021 International Conference on Electronics, Information, and Communication, ICEIC 2021",

}

Lee, J & Jeon, B 2021, Near-infrared coded illumination-based image deblurring and colorization. in 2021 International Conference on Electronics, Information, and Communication, ICEIC 2021., 9369762, 2021 International Conference on Electronics, Information, and Communication, ICEIC 2021, Institute of Electrical and Electronics Engineers Inc., 2021 International Conference on Electronics, Information, and Communication, ICEIC 2021, Jeju, Korea, Republic of, 31/01/21. https://doi.org/10.1109/ICEIC51217.2021.9369762

Near-infrared coded illumination-based image deblurring and colorization. / Lee, Jaelin; Jeon, Byeungwoo.
2021 International Conference on Electronics, Information, and Communication, ICEIC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. 9369762 (2021 International Conference on Electronics, Information, and Communication, ICEIC 2021).

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

TY - GEN

T1 - Near-infrared coded illumination-based image deblurring and colorization

AU - Lee, Jaelin

AU - Jeon, Byeungwoo

PY - 2021/1/31

Y1 - 2021/1/31

N2 - The handheld device-based biosensing for capturing nano-size bacteria is prone to suffering from motion blur. In this context, in this paper, we address an imaging method using near-infrared coded lights. Since the near-infrared illumination can cause the original color shifted in the captured image, we also discuss how to preserve the color information by capturing two consecutive images with complementarily designed illumination patterns. The proposed method with a coded near-infrared illumination can greatly improve the texture of the blurred images and aid in color restoration. We show the performance of the proposed method using a real dataset.

AB - The handheld device-based biosensing for capturing nano-size bacteria is prone to suffering from motion blur. In this context, in this paper, we address an imaging method using near-infrared coded lights. Since the near-infrared illumination can cause the original color shifted in the captured image, we also discuss how to preserve the color information by capturing two consecutive images with complementarily designed illumination patterns. The proposed method with a coded near-infrared illumination can greatly improve the texture of the blurred images and aid in color restoration. We show the performance of the proposed method using a real dataset.

KW - Biosensing

KW - Coded pattern

KW - Computational photography

KW - Image deblurring

UR - https://www.scopus.com/pages/publications/85102969533

U2 - 10.1109/ICEIC51217.2021.9369762

DO - 10.1109/ICEIC51217.2021.9369762

M3 - Conference contribution

AN - SCOPUS:85102969533

T3 - 2021 International Conference on Electronics, Information, and Communication, ICEIC 2021

BT - 2021 International Conference on Electronics, Information, and Communication, ICEIC 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 International Conference on Electronics, Information, and Communication, ICEIC 2021

Y2 - 31 January 2021 through 3 February 2021

ER -

Lee J, Jeon B. Near-infrared coded illumination-based image deblurring and colorization. In 2021 International Conference on Electronics, Information, and Communication, ICEIC 2021. Institute of Electrical and Electronics Engineers Inc. 2021. 9369762. (2021 International Conference on Electronics, Information, and Communication, ICEIC 2021). doi: 10.1109/ICEIC51217.2021.9369762

Near-infrared coded illumination-based image deblurring and colorization

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Keywords

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