In this paper, an algorithm for tracking multiple rigid and non-rigid objects in conditions of occlusions is presented. The proposed method is based on a scalable and adaptive model based on joint information of color and shape. Through a GHT (Generalized Hough Transform) based voting method the center of mass of each object can be determined in real time with a good degree of precision. Quantitative and qualitative results are presented to validate efficiency of the method.

"A dynamic model integrating colour and shape information for object tracking in condition of occlusions"

Regazzoni, Carlo
2004

Abstract

In this paper, an algorithm for tracking multiple rigid and non-rigid objects in conditions of occlusions is presented. The proposed method is based on a scalable and adaptive model based on joint information of color and shape. Through a GHT (Generalized Hough Transform) based voting method the center of mass of each object can be determined in real time with a good degree of precision. Quantitative and qualitative results are presented to validate efficiency of the method.
File in questo prodotto:
Non ci sono file associati a questo prodotto.

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: http://hdl.handle.net/11567/231822
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 4
  • ???jsp.display-item.citation.isi??? ND
social impact