2022
DOI: 10.1371/journal.pone.0279472
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A new method of construction waste classification based on two-level fusion

Abstract: The automatic sorting of construction waste (CW) is an essential procedure in the field of CW recycling due to its remarkable efficiency and safety. The classification of CW is the primary task that guides automatic and precise sorting. In our work, a new method of CW classification based on two-level fusion is proposed to promote classification performance. First, statistical histograms are used to obtain global hue information and local oriented gradients, which are called the hue histogram (HH) and histogra… Show more

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Cited by 7 publications
(1 citation statement)
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“…Much of the waste-related literature explores the detection of concrete, bricks, plastics, foam, stone, timber, and other types of construction waste (Davis et al, 2021;Na et al, 2022;Seunguk et al, 2022;Song et al, 2022;Zhou et al, 2022). The main objective of previous research was recognizing waste in building construction works through the use of CV and deep learning models.…”
Section: Computer Visionmentioning
confidence: 99%
“…Much of the waste-related literature explores the detection of concrete, bricks, plastics, foam, stone, timber, and other types of construction waste (Davis et al, 2021;Na et al, 2022;Seunguk et al, 2022;Song et al, 2022;Zhou et al, 2022). The main objective of previous research was recognizing waste in building construction works through the use of CV and deep learning models.…”
Section: Computer Visionmentioning
confidence: 99%