发明名称 |
METHOD FOR DETECTING DRIVER CELL PHONE USAGE FROM SIDE-VIEW IMAGES |
摘要 |
A system and method for detecting electronic device use by a driver of a vehicle including acquiring an image including a vehicle from an associated image capture device positioned to view oncoming traffic, locating a windshield region of the vehicle in the captured image, processing pixels of the windshield region of the image for computing a feature vector describing the windshield region of the vehicle, applying the feature vector to a classifier for classifying the image into respective classes including at least classes for candidate electronic device use and candidate electronic device non-use, and outputting the classification. |
申请公布号 |
US2015286885(A1) |
申请公布日期 |
2015.10.08 |
申请号 |
US201514614746 |
申请日期 |
2015.02.05 |
申请人 |
Xerox Corporation |
发明人 |
Bulan Orhan;Artan Yusuf O.;Loce Robert P.;Paul Peter |
分类号 |
G06K9/00;G06K9/62;G06K9/52;G06K9/46 |
主分类号 |
G06K9/00 |
代理机构 |
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代理人 |
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主权项 |
1. A method for detecting electronic device use by a driver of a vehicle, the method comprising:
acquiring a first image including a vehicle from an associated image capture device positioned to view oncoming traffic; locating a first region of the vehicle in the first image; processing pixels of the first region of the first image for computing a feature vector describing a windshield region of the vehicle; applying the feature vector to a classifier for classifying the first image into respective classes including at least classes for candidate electronic device use and candidate electronic device non-use; acquiring a second image including the vehicle from an associated image capture device positioned to view oncoming traffic; locating a second region of the vehicle in the second image; processing pixels of the second region of the second image for computing a feature vector describing a side window region of the vehicle; applying the feature vector to a classifier for classifying the second image into respective classes including at least classes for candidate electronic device use and candidate electronic device non-use; and, outputting the classification of the first image and the classification of the second image. |
地址 |
Norwalk CT US |