3D deep learning-based sensor placement optimization for personalized ageing-in-place

3D deep learning-based sensor placement optimization for personalized ageing-in-place

This report presents a methodology for optima sensor placement in indoor setup using PointNet++ for 3D semantic segmentation followed by a coverage-based algorithm. The process begins with the pre-processing of point cloud data, followed by semantic segmentation using PointNet++ to identify key obje...

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Bibliographic Details
Main Author: Wei, Yao
Other Authors: Shen Zhiqi
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2023
Subjects:
Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Online Access:https://hdl.handle.net/10356/166039

Internet

https://hdl.handle.net/10356/166039

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