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DECI: A Differential Entropy-Based Compactness Index for Point Clouds Analysis: Method and Potential Applications

This article introduces the Differential Entropy-based Compactness Index (<i>DECI</i>), a new metric for synthetically describing the spatial distribution of point clouds. <i>DECI</i> is founded on the differential entropy (DE) of point clouds, and if they depict a moving object distribution, the in...

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Autores principales: Emmanuele Barberi, Filippo Cucinotta, Per-Erik Forssén, Felice Sfravara
Formato: Artigo
Lenguaje:Inglês
Publicado: MDPI AG 2023-11-01
Colección:Engineering Proceedings
Materias:
point clouds
3D geometry distribution assessment
compactness index
differential entropy
risk assessment
real-time
Acceso en línea:https://www.mdpi.com/2673-4591/56/1/273
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