Real-time Detection of Number Plates in a Video with Complex Background
[PDF of presentation available as attachment at the bottom of this page]
Video signal processing plays an important role in traffic
surveillance systems which are widely used all around the world. A challenging
problem for most traffic-related applications is to identify each vehicle
through automatically detecting and recognising vehicle number plates in
uncontrolled open environments. Most existing algorithms are developed for fixed
cameras, where the backgrounds and view angles of captured videos and even the
distances between cameras and their targeted vehicles are fixed or predictable.
However, in many real-world applications, the traffic videos may be obtained
from different resources. The backgrounds, view angles, shooting distances,
illuminating conditions, as well as the positions, sizes and colours of the
license plates in videos are all variable. In this talk, a new technique that
can detect vehicle number plates with complex background via annotating traffic
video in real-time is presented.
About Sean He
Dr
Sean He has been with the University of Technology, Sydney (UTS) since 1999 as a
Lecturer, then Senior Lecturer, Reader and Associate Professor. As a chief
investigator, Dr Xiangjian He has received many research grants including two
ARC-Discovery grants, one ARC-Linkage grant, and one ARC Small grant in the
areas of pattern recognition, video surveillance, computer vision and image
processing. He is the Deputy Director of UTS Computer Vision Research Group, and
a Senior Member of IEEE. He was awarded ‘Internationally Registered Technology
Specialist (Level 7)’ by International Technology Institute (ITI) in 2002 in
recognizing his expertise in image processing and distributed computing. He is
in the editorial boards of six international journals including ‘Inter-national
Journal of Computational Intelligence’, ‘International
Journal of Intelligent Technology’ and ‘International
Journal of Signal Processing’. He has recently been
invited to give keynote speeches at
International Workshop on Image Compression and
Image Processing (WICAP2006),
International Conference
Computer Graphics, Imaging and Visualization (CGIV2006), and International
Conference on Information and Communication Technologies (ICICT2005).
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