Computer Vision-Based Algorithms for Recognition of Construction and Demolition Waste Materials

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F23%3A00368862" target="_blank" >RIV/68407700:21110/23:00368862 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.4028/p-mj94xc" target="_blank" >https://doi.org/10.4028/p-mj94xc</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.4028/p-mj94xc" target="_blank" >10.4028/p-mj94xc</a>

Result language
angličtina
Original language name
Computer Vision-Based Algorithms for Recognition of Construction and Demolition Waste Materials
Original language description
The construction industry generates a significant amount of waste, posing challenges for efficient waste management and resource recovery. this paper presents a preliminary study on the use of lightweight computer vision (cv) algorithms for the automatic recognition of construction and demolition waste (cdw) materials. utilizing image datasets acquired by drones, the study aims to develop strategies for distinguishing between individual cdw materials based on the mean intensity gradient, brightness, and relative representation of color channels. results indicate that the proposed method can effectively recognize crucial cdw materials, paving the way for potential applications in industry and geodesy. further research is needed to test additional materials and metrics to refine the method for practical implementation.
Czech name
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Czech description
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Project
<a href="/en/project/SS03010302" target="_blank" >SS03010302: Development of efficient tools to minimize production of construction and demolition waste, its monitoring and reuse</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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