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Книга INTELLIGENT VISUAL SURVEILLANCE Suyu Kong

INTELLIGENT VISUAL SURVEILLANCE

ROBUST PERSON AND VEHICLE TRACKING FOR INTELLIGENT VISUAL SURVEILLANCE

Автор: Suyu Kong
Език: Английски език
Корици: С меки корици
Издател: VDM Verlag Dr. Müller
Наличност: Налично при издателя, по поръчка
Изпращаме след 17-27 дни
51.02 € 99.79 лв
In this book, we describe the proposed pedestrian §classification and tracking system that is§able t...

Информация за книгата

Автор
Suyu Kong
Език
Английски език
Корици
Книга - С меки корици
Издадена
2009
страници
112
EAN
9783639169355
Enbook ID
06825282
Издател
VDM Verlag Dr. Müller
Теглоt
183
Размери
150 x 220 x 7

Пълно описание

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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