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Könyv INTELLIGENT VISUAL SURVEILLANCE Suyu Kong

INTELLIGENT VISUAL SURVEILLANCE

ROBUST PERSON AND VEHICLE TRACKING FOR INTELLIGENT VISUAL SURVEILLANCE

Szerző: Suyu Kong
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: VDM Verlag Dr. Müller
Elérhetőség: Kiadói készleten rendelésre
Küldés 17-27 napon belül
17 272 Ft
In this book, we describe the proposed pedestrian §classification and tracking system that is§able t...

Információk a könyvről

Szerző
Suyu Kong
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2009
oldal
112
EAN
9783639169355
Enbook ID
06825282
Kiadó
VDM Verlag Dr. Müller
Súly
183
Méretek
150 x 220 x 7

Teljes leírás

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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