Archivio Istituzionale della RicercaThis work proposes the use of the R language for the analysis of the orientation of rod-like objects. First, the objects are separated from the background by means of a segmentation based on a thresholding. DBSCAN, a density based clustering algorithm, is used on the thresholded image. After the clustering, a linear regression is applied to determine the orientation of rod-like objects. The orientation is displayed by means of a radar diagram.
Using Clustering and Controlled Regression to Analyze the Orientation of Rod-Like Objects / Sparavigna, Amelia Carolina; Marazzato, Roberto. - In: INTERNATIONAL JOURNAL OF SCIENCES. - ISSN 2305-3925. - 8:05(2019), pp. 16-18. [10.18483/ijSci.2055]
Using Clustering and Controlled Regression to Analyze the Orientation of Rod-Like Objects
Amelia Carolina Sparavigna;Roberto Marazzato
2019
Abstract
This work proposes the use of the R language for the analysis of the orientation of rod-like objects. First, the objects are separated from the background by means of a segmentation based on a thresholding. DBSCAN, a density based clustering algorithm, is used on the thresholded image. After the clustering, a linear regression is applied to determine the orientation of rod-like objects. The orientation is displayed by means of a radar diagram.
| File | Dimensione | Formato | |
|---|---|---|---|
|
V82019052055.pdf
accesso aperto
Descrizione: Proofs
Tipologia:
2a Post-print versione editoriale / Version of Record
Licenza:
Creative commons
Dimensione
1.35 MB
Formato
Adobe PDF
|
1.35 MB | Adobe PDF | Visualizza/Apri |
Pubblicazioni consigliate
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
https://hdl.handle.net/11583/2732966
Attenzione
Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo