Title
Automatic Extraction of Structural Representations of Environments.
Abstract
Robots need a suitable representation of the surrounding world to operate in a structured but dynamic environment. State-of-the-art approaches usually rely on a combination of metric and topological maps and require an expert to provide the knowledge to the robot in a suitable format. Therefore, additional symbolic knowledge cannot be easily added to the representation in an incremental manner. This work deals with the problem of effectively binding together the high-level semantic information with the low-level knowledge represented in the metric map by introducing an intermediate grid-based representation. In order to demonstrate its effectiveness, the proposed approach has been experimentally validated on different kinds of environments.
Year
DOI
Venue
2014
10.1007/978-3-319-08338-4_52
INTELLIGENT AUTONOMOUS SYSTEMS 13
Field
DocType
Volume
Computer science,Metric map,Semantic information,Theoretical computer science,Robot,Grid
Conference
302
ISSN
Citations 
PageRank 
2194-5357
5
0.45
References 
Authors
13
5
Name
Order
Citations
PageRank
Roberto Capobianco1409.78
Guglielmo Gemignani2415.73
Domenico Daniele Bloisi313215.05
Daniele Nardi45968545.67
Luca Iocchi51110111.38