This paper describes a system for motion detection based on background suppression,specifically conceived for working in complex scenes with vacillating background,camouflage, illumination changing, etc.. The system contains proper techniques for background bootstrapping, shadow removal, ghost suppression and selective updating of the background model. The results on the challenging videos provided in VSSN '06 Open Source Algorithm Competition dataset demonstrate that the proposed system outperforms the widely-used mixture-of-Gaussians approach.

Reliable background suppression for complex scenes / Calderara, Simone; Melli, Rudy Mirko; Prati, Andrea; Cucchiara, Rita. - STAMPA. - (2006), pp. 211-214. (Intervento presentato al convegno 4th ACM international workshop on Video surveillance and sensor networks tenutosi a Santa Barbara (CA) nel 27 October 2006) [10.1145/1178782.1178814].

Reliable background suppression for complex scenes

CALDERARA, Simone;MELLI, Rudy Mirko;PRATI, Andrea;CUCCHIARA, Rita
2006

Abstract

This paper describes a system for motion detection based on background suppression,specifically conceived for working in complex scenes with vacillating background,camouflage, illumination changing, etc.. The system contains proper techniques for background bootstrapping, shadow removal, ghost suppression and selective updating of the background model. The results on the challenging videos provided in VSSN '06 Open Source Algorithm Competition dataset demonstrate that the proposed system outperforms the widely-used mixture-of-Gaussians approach.
2006
4th ACM international workshop on Video surveillance and sensor networks
Santa Barbara (CA)
27 October 2006
211
214
Calderara, Simone; Melli, Rudy Mirko; Prati, Andrea; Cucchiara, Rita
Reliable background suppression for complex scenes / Calderara, Simone; Melli, Rudy Mirko; Prati, Andrea; Cucchiara, Rita. - STAMPA. - (2006), pp. 211-214. (Intervento presentato al convegno 4th ACM international workshop on Video surveillance and sensor networks tenutosi a Santa Barbara (CA) nel 27 October 2006) [10.1145/1178782.1178814].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/464387
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