Detection of foreign bodies in periodic motion scenes using shape-and size-adaptive descriptors

Lizhong Wang; Yichen Xu; Fanwu Meng

doi:10.1109/ICPICS52425.2021.9524093

Detection of foreign bodies in periodic motion scenes using shape-and size-adaptive descriptors

Lizhong Wang, Yichen Xu, Fanwu Meng^*

^*此作品的通讯作者

机械与车辆学院

Beijing Institute of Technology

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

The detection of foreign bodies in a machining production line is important for guaranteeing its stability and safety. The traditional methods for such detection either rely on manual observation, which is a time-consuming and labor-intensive process. In this paper, we present a machine vision-based method for automatically detecting foreign bodies in a machining production line with periodic motion scenes. The results demonstrate that this method can achieve reasonable accuracy in the detection of foreign bodies in a machining production line with periodic motion scenes.

源语言	英语
主期刊名	2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021
出版商	Institute of Electrical and Electronics Engineers Inc.
页	718-721
页数	4
ISBN（电子版）	9781665441308
DOI	https://doi.org/10.1109/ICPICS52425.2021.9524093
出版状态	已出版 - 29 7月 2021
活动	2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021 - Shenyang, 中国期限: 29 7月 2021 → 31 7月 2021

出版系列

姓名	2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021

会议

会议	2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021
国家/地区	中国
市	Shenyang
时期	29/07/21 → 31/07/21

访问文件

10.1109/ICPICS52425.2021.9524093

其它文件与链接

链接到 Scopus 的出版物

引用此

Wang, L., Xu, Y., & Meng, F. (2021). Detection of foreign bodies in periodic motion scenes using shape-and size-adaptive descriptors. 在 2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021 (页码 718-721). (2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICPICS52425.2021.9524093

Wang, Lizhong ; Xu, Yichen ; Meng, Fanwu. / Detection of foreign bodies in periodic motion scenes using shape-and size-adaptive descriptors. 2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021. Institute of Electrical and Electronics Engineers Inc., 2021. 页码 718-721 (2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021).

@inproceedings{5e02a1d8e7c34fa998ae07acfe493b37,

title = "Detection of foreign bodies in periodic motion scenes using shape-and size-adaptive descriptors",

abstract = "The detection of foreign bodies in a machining production line is important for guaranteeing its stability and safety. The traditional methods for such detection either rely on manual observation, which is a time-consuming and labor-intensive process. In this paper, we present a machine vision-based method for automatically detecting foreign bodies in a machining production line with periodic motion scenes. The results demonstrate that this method can achieve reasonable accuracy in the detection of foreign bodies in a machining production line with periodic motion scenes.",

keywords = "foreign body detection, machine vision, periodic motion scene, shape-and size-adaptive descriptor",

author = "Lizhong Wang and Yichen Xu and Fanwu Meng",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021 ; Conference date: 29-07-2021 Through 31-07-2021",

year = "2021",

month = jul,

day = "29",

doi = "10.1109/ICPICS52425.2021.9524093",

language = "English",

series = "2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021",

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

pages = "718--721",

booktitle = "2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021",

address = "United States",

}

Wang, L, Xu, Y & Meng, F 2021, Detection of foreign bodies in periodic motion scenes using shape-and size-adaptive descriptors. 在 2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021. 2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021, Institute of Electrical and Electronics Engineers Inc., 页码 718-721, 2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021, Shenyang, 中国, 29/07/21. https://doi.org/10.1109/ICPICS52425.2021.9524093

Detection of foreign bodies in periodic motion scenes using shape-and size-adaptive descriptors. / Wang, Lizhong; Xu, Yichen; Meng, Fanwu.
2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021. Institute of Electrical and Electronics Engineers Inc., 2021. 页码 718-721 (2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - Detection of foreign bodies in periodic motion scenes using shape-and size-adaptive descriptors

AU - Wang, Lizhong

AU - Xu, Yichen

AU - Meng, Fanwu

PY - 2021/7/29

Y1 - 2021/7/29

N2 - The detection of foreign bodies in a machining production line is important for guaranteeing its stability and safety. The traditional methods for such detection either rely on manual observation, which is a time-consuming and labor-intensive process. In this paper, we present a machine vision-based method for automatically detecting foreign bodies in a machining production line with periodic motion scenes. The results demonstrate that this method can achieve reasonable accuracy in the detection of foreign bodies in a machining production line with periodic motion scenes.

AB - The detection of foreign bodies in a machining production line is important for guaranteeing its stability and safety. The traditional methods for such detection either rely on manual observation, which is a time-consuming and labor-intensive process. In this paper, we present a machine vision-based method for automatically detecting foreign bodies in a machining production line with periodic motion scenes. The results demonstrate that this method can achieve reasonable accuracy in the detection of foreign bodies in a machining production line with periodic motion scenes.

KW - foreign body detection

KW - machine vision

KW - periodic motion scene

KW - shape-and size-adaptive descriptor

UR - http://www.scopus.com/inward/record.url?scp=85115372985&partnerID=8YFLogxK

U2 - 10.1109/ICPICS52425.2021.9524093

DO - 10.1109/ICPICS52425.2021.9524093

M3 - Conference contribution

AN - SCOPUS:85115372985

T3 - 2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021

SP - 718

EP - 721

BT - 2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021

Y2 - 29 July 2021 through 31 July 2021

ER -

Wang L, Xu Y, Meng F. Detection of foreign bodies in periodic motion scenes using shape-and size-adaptive descriptors. 在 2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021. Institute of Electrical and Electronics Engineers Inc. 2021. 页码 718-721. (2021 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2021). doi: 10.1109/ICPICS52425.2021.9524093

Detection of foreign bodies in periodic motion scenes using shape-and size-adaptive descriptors

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