This paper presents a novel fiducial marker type called ArUcoE. It is obtained from a standard ArUco marker by enhancing it with a chessboard-like pattern. With our approach the pose estimation accuracy of any ArUco marker can easily be increased. Further methods to increase the accuracy are analyzed. By applying a subpixel algorithm to the corner regions we are able to locate the corner points within a pixel and overcome the restriction of pixel-level accuracy. A deep-learning-based super-resolution method is used to artificially increase the pixel density in the same regions. Additionally, the effect of using a single and a stereo camera setup on the accuracy is shown.

ArUcoE: Enhanced ArUco Marker / Kedilioglu, O.; Bocco, T.; Landesberger, M.; Rizzo, A.; Franke, J.. - ELETTRONICO. - (2021). (Intervento presentato al convegno 21st International Conference on Control, Automation and Systems (ICCAS 2021) tenutosi a Jeju, Republic of Korea nel 12-15 Oct. 2021) [10.23919/ICCAS52745.2021.9650050].

ArUcoE: Enhanced ArUco Marker

A. Rizzo;
2021

Abstract

This paper presents a novel fiducial marker type called ArUcoE. It is obtained from a standard ArUco marker by enhancing it with a chessboard-like pattern. With our approach the pose estimation accuracy of any ArUco marker can easily be increased. Further methods to increase the accuracy are analyzed. By applying a subpixel algorithm to the corner regions we are able to locate the corner points within a pixel and overcome the restriction of pixel-level accuracy. A deep-learning-based super-resolution method is used to artificially increase the pixel density in the same regions. Additionally, the effect of using a single and a stereo camera setup on the accuracy is shown.
2021
978-89-93215-21-2
File in questo prodotto:
File Dimensione Formato  
ArUcoE.pdf

accesso aperto

Tipologia: 2. Post-print / Author's Accepted Manuscript
Licenza: PUBBLICO - Tutti i diritti riservati
Dimensione 1.24 MB
Formato Adobe PDF
1.24 MB Adobe PDF Visualizza/Apri
2021_ArUcoE_Enhanced_ArUco_Marker.pdf

non disponibili

Descrizione: Version of record
Tipologia: 2a Post-print versione editoriale / Version of Record
Licenza: Non Pubblico - Accesso privato/ristretto
Dimensione 516.28 kB
Formato Adobe PDF
516.28 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11583/2957666