A metrological and application-related comparison of six consumer grade stereo depth cameras for the use in robotics

Publikationstyp
Conference Paper
Date Issued
2022-11
Sprache
English
Author(s)
Heinemann, Michel Finn  orcid-logo
Herzfeld, Jonas 
Sliwinski, Martin  
Hinckeldeyn, Johannes  orcid-logo
Kreutzfeldt, Jochen  orcid-logo
Institut
Technische Logistik W-6  
TORE-URI
http://hdl.handle.net/11420/14479
Start Page
01
End Page
07
Citation
IEEE International Symposium on Robotic and Sensors Environments (ROSE 2022)
Contribution to Conference
IEEE International Symposium on Robotic and Sensors Environments (ROSE 2022)  
Publisher DOI
10.1109/ROSE56499.2022.9977421
Scopus ID
2-s2.0-85146266243
Is Supplemented By
10.15480/336.4225
Consumer grade depth cameras are important devices to enable robots and unmanned vehicles to perceive their environments. Three major technologies are relevant for those devices: Time-of-Flight, structured light and stereo vision. Stereo cameras in particular have conquered the market in recent years, with Intel's D-series systems leading the way. Besides stereo cameras from Intel, there are many models from other manufacturers, but it has not yet been investigated how these cameras perform in comparison. This paper proposes and applies methods to measure the performance of depth cameras in a metrological way as well as with a focus on the use in robotics. Six stereo depth cameras are tested and compared. In addition, a real world benchmark test and a qualitative evaluation of the accompanying software and documentation is done. A clear recommendation is given in the end.
DDC Class
000: Allgemeines, Wissenschaft