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INTELLIGENT VISUAL SURVEILLANCE

Name: INTELLIGENT VISUAL SURVEILLANCE
Brand: VDM Verlag Dr. Müller
SKU: 9783639169355
Price: 1173 CZK
Availability: InStock

ROBUST PERSON AND VEHICLE TRACKING FOR INTELLIGENT VISUAL SURVEILLANCE

Autor: Suyu Kong

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag Dr. Müller

Dostupnost: U nakladatele na objednávku

Odesíláme za 17-27 dnů

1 173 Kč

In this book, we describe the proposed pedestrian §classification and tracking system that is§able t...

Informace o knize

Autor

Suyu Kong

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2009

Stránek

112

EAN

9783639169355

Enbook ID

06825282

Vydavatel

VDM Verlag Dr. Müller

Hmotnost

183

Rozměry

150 x 220 x 7

Kompletní popis

In this book, we describe the proposed pedestrian §classification and tracking system that is§able to track and label multiple people in an §outdoor environment such as a railway station. We§propose an approach that combines blob matching with §particle filtering to track multiple people§in the scene, i.e., the proposed method selects the §successful features of blob matching and particle§filtering for tracking. In addition, a§novel appearance model derived from the colour §information from both the moving regions and §theoriginal input colour image is proposed to track §people in the event of poor foreground extraction.§Additionally, the proposed appearance model also §includes spatial information of the human§body in both vertical and horizontal directions, §making location more accurate. Furthermore, a novel §method to extract cars from moving regions including §shadow area, based§on shape and colour information, is proposed. §Chamfer template matching score, and non-shadow§region edge score, are applied as the shape §information; while the shadow confidence score§(SCS) is used as the colour information.

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INTELLIGENT VISUAL SURVEILLANCE

ROBUST PERSON AND VEHICLE TRACKING FOR INTELLIGENT VISUAL SURVEILLANCE

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