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A Comparative Study of Machine Learning Classification for Color-based Safety Vest Detection on Construction-Site Images

Seong, Hyeonwoo / Son, Hyojoo / Kim, Changwan

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A Comparative Study of Machine Learning Classification for Color-based Safety Vest Detection on Construction-Site Images

Seong, Hyeonwoo / Son, Hyojoo / Kim, Changwan

A Comparative Study of Machine Learning Classification for Color-based Safety Vest Detection on Construction-Site Images

Seong, Hyeonwoo / Son, Hyojoo / Kim, Changwan

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Document information

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Title:

A Comparative Study of Machine Learning Classification for Color-based Safety Vest Detection on Construction-Site Images

Contributors:

Seong, Hyeonwoo (author) / Son, Hyojoo (author) / Kim, Changwan (author)

Published in:

KSCE journal of civil engineering ; 22

Publication date:

2018

ISSN:

DOI:

https://doi.org/10.1007/s12205-017-1730-3

Type of media:

Article (Journal)

Type of material:

Print

Language:

English

Keywords:

worker detection , data mining techniques , safety vest detection , image processing , color space transformation , machine learning , pixel-level classification

Classification:

BKL: 55.80 Verkehrswesen, Transportwesen: Allgemeines, Verkehrswesen, Transportwesen: Allgemeines / 74.75 Verkehrsplanung, Verkehrspolitik, Verkehrsplanung, Verkehrspolitik / 55.80 Verkehrswesen, Transportwesen: Allgemeines / 56.24 Straßenbau, Straßenbau / 56.24 Straßenbau / 74.75 Verkehrsplanung, Verkehrspolitik

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