Silkworm Egg Development Intelligent Recognition by THz Imaging

Hongting Xiong; Jiahua Cai; Weihao Zhang; Xiaojun Wu

doi:10.1109/IRMMW-THz50926.2021.9566925

Silkworm Egg Development Intelligent Recognition by THz Imaging

Hongting Xiong
, Jiahua Cai
, Weihao Zhang
, Xiaojun Wu

School of Electronic and Information Engineering

Beihang University

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

2 Scopus citations

Abstract

Multidisciplinary cross-integrated researches and interdisciplinary cooperation can help inspire new ideas and accelerate development of disruptive application. Here we combine terahertz (THz) imaging technology and artificial intelligence (AI) algorithms to realize the dynamic monitoring of silkworm egg development. We not only demonstrate, for the first time, rapid recognition of silkworm egg development stage with a recognition accuracy of ~98.5% by intelligent THz imaging technique, but also push the accuracy up to 99.2% through fusing THz imaging and optical imaging. Such AI enabled THz technology can be expanded to other application circumstances.

Original language	English
Title of host publication	2021 46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021
Publisher	IEEE Computer Society
ISBN (Electronic)	9781728194240
DOIs	https://doi.org/10.1109/IRMMW-THz50926.2021.9566925
State	Published - 2021
Event	46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021 - Chengdu, China Duration: 30 Aug 2021 → 3 Sep 2021

Publication series

Name	International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz
Volume	2021-August
ISSN (Print)	2162-2027
ISSN (Electronic)	2162-2035

Conference

Conference	46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021
Country/Territory	China
City	Chengdu
Period	30/08/21 → 3/09/21

Access to Document

10.1109/IRMMW-THz50926.2021.9566925

Cite this

Xiong, H., Cai, J., Zhang, W., & Wu, X. (2021). Silkworm Egg Development Intelligent Recognition by THz Imaging. In 2021 46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021 (International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz; Vol. 2021-August). IEEE Computer Society. https://doi.org/10.1109/IRMMW-THz50926.2021.9566925

@inproceedings{fc5d6d6a86174487bd4c06813a3f5494,

title = "Silkworm Egg Development Intelligent Recognition by THz Imaging",

abstract = "Multidisciplinary cross-integrated researches and interdisciplinary cooperation can help inspire new ideas and accelerate development of disruptive application. Here we combine terahertz (THz) imaging technology and artificial intelligence (AI) algorithms to realize the dynamic monitoring of silkworm egg development. We not only demonstrate, for the first time, rapid recognition of silkworm egg development stage with a recognition accuracy of \textasciitilde{}98.5\% by intelligent THz imaging technique, but also push the accuracy up to 99.2\% through fusing THz imaging and optical imaging. Such AI enabled THz technology can be expanded to other application circumstances.",

author = "Hongting Xiong and Jiahua Cai and Weihao Zhang and Xiaojun Wu",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE; 46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021 ; Conference date: 30-08-2021 Through 03-09-2021",

year = "2021",

doi = "10.1109/IRMMW-THz50926.2021.9566925",

language = "英语",

series = "International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz",

publisher = "IEEE Computer Society",

booktitle = "2021 46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021",

address = "美国",

}

Xiong, H, Cai, J, Zhang, W & Wu, X 2021, Silkworm Egg Development Intelligent Recognition by THz Imaging. in 2021 46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021. International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz, vol. 2021-August, IEEE Computer Society, 46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021, Chengdu, China, 30/08/21. https://doi.org/10.1109/IRMMW-THz50926.2021.9566925

Silkworm Egg Development Intelligent Recognition by THz Imaging. / Xiong, Hongting; Cai, Jiahua; Zhang, Weihao et al.
2021 46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021. IEEE Computer Society, 2021. (International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz; Vol. 2021-August).

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

TY - GEN

T1 - Silkworm Egg Development Intelligent Recognition by THz Imaging

AU - Xiong, Hongting

AU - Cai, Jiahua

AU - Zhang, Weihao

AU - Wu, Xiaojun

PY - 2021

Y1 - 2021

N2 - Multidisciplinary cross-integrated researches and interdisciplinary cooperation can help inspire new ideas and accelerate development of disruptive application. Here we combine terahertz (THz) imaging technology and artificial intelligence (AI) algorithms to realize the dynamic monitoring of silkworm egg development. We not only demonstrate, for the first time, rapid recognition of silkworm egg development stage with a recognition accuracy of ~98.5% by intelligent THz imaging technique, but also push the accuracy up to 99.2% through fusing THz imaging and optical imaging. Such AI enabled THz technology can be expanded to other application circumstances.

AB - Multidisciplinary cross-integrated researches and interdisciplinary cooperation can help inspire new ideas and accelerate development of disruptive application. Here we combine terahertz (THz) imaging technology and artificial intelligence (AI) algorithms to realize the dynamic monitoring of silkworm egg development. We not only demonstrate, for the first time, rapid recognition of silkworm egg development stage with a recognition accuracy of ~98.5% by intelligent THz imaging technique, but also push the accuracy up to 99.2% through fusing THz imaging and optical imaging. Such AI enabled THz technology can be expanded to other application circumstances.

UR - https://www.scopus.com/pages/publications/85125333233

U2 - 10.1109/IRMMW-THz50926.2021.9566925

DO - 10.1109/IRMMW-THz50926.2021.9566925

M3 - 会议稿件

AN - SCOPUS:85125333233

T3 - International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz

BT - 2021 46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021

PB - IEEE Computer Society

T2 - 46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021

Y2 - 30 August 2021 through 3 September 2021

ER -

Silkworm Egg Development Intelligent Recognition by THz Imaging

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