Novelty detection and segmentation based on Gaussian mixture models: a case study in 3D robotic laser mapping

This article proposes a framework to detect and segment changes in robotics datasets, using 3D robotic mapping as a case study. The problem is very relevant in several application domains, not necessarily related with mobile robotics, including security, health, industry and military applications. T...

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Bibliographic Details
Main Author: Drews-Jr., Paulo (author)
Other Authors: Núñez, Pedro (author), Rocha, Rui P. (author), Campos, Mario (author), Dias, Jorge (author)
Format: article
Language:eng
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/10316/27416
Country:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/27416