Needle in a Haystack: Feasibility of Identifying Small Safety Assets From Point Clouds Using Deep Learning
G. Anjanappa,
S. Nikoohemat,
S. Oude Elberink
et al.
Abstract:Abstract. Asset management systems are beneficial for maintaining building infrastructure and can be used to keep up-to-date records of relevant safety assets, such as smoke detectors, exit signs, and fire extinguishers. Existing methods for locating and identifying these assets in buildings primarily rely on surveys and images, which only provide 2D locations and can be tedious for large-scale structures. Indoor point clouds, which can be captured quickly for buildings using mobile scanning techniques, can pr… Show more
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