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2006 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS'06)
Color-Based Signal Light Tracking in Real-Time Video
Sydney, NSW, Australia
November 22-November 24
ISBN: 0-7695-2688-8
Mahipal Reddy Yelal, Gannon University, USA
Sreela Sasi, Gannon University, USA
Glenn R. Shaffer, GE Transportation Systems, USA
Ajith K. Kumar, GE Transportation Systems, USA
Tracking or detecting the position and color of signal lights has an important role in transport industry. Auto detection of signal light colors and their position using computer vision techniques provides or acts as a proof against a fraudulent claim losses. The current technology, such as vehicle mounted recording system, provides event recognition videos and the cause behind an accident. But it does not provide the complete information about color associated with signal lights. The detection of the color of a signal light under different illuminations is a critical issue. In this research, an intelligent method for tracking color of signal lights using La*b* color model combined with contour tracking is proposed. This research finds application in transportation, law enforcement and insurance claims. The system increases the efficiency of the accident investigation process and reduces the economic loss associated with automobile accidents of all types.
Index Terms:
color-based tracking, real-time video, La*b* color space, signal lights
Citation:
Mahipal Reddy Yelal, Sreela Sasi, Glenn R. Shaffer, Ajith K. Kumar, "Color-Based Signal Light Tracking in Real-Time Video," avss, pp.67, 2006 IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS'06), 2006
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