Bookcover of INTELLIGENT VISUAL SURVEILLANCE
Booktitle:

INTELLIGENT VISUAL SURVEILLANCE

ROBUST PERSON AND VEHICLE TRACKING FOR INTELLIGENT VISUAL SURVEILLANCE

VDM Verlag Dr. Müller (2009-06-17 )

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ISBN-13:

978-3-639-16935-5

ISBN-10:
3639169352
EAN:
9783639169355
Book language:
English
Blurb/Shorttext:
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.
Publishing house:
VDM Verlag Dr. Müller
Website:
http://www.vdm-verlag.de
By (author) :
Suyu Kong
Number of pages:
112
Published on:
2009-06-17
Stock:
Available
Category:
Technology
Price:
49.00 €
Keywords:
surveillance, people tracking, vehicle tracking

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