United States Department of Transportation
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Automated video feature extraction : workshop summary report October 10-11 2012.
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2012-12-01
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By Morton, Tom
[PDF-2.40 MB]
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NTL Classification:NTL-SAFETY AND SECURITY-Highway Safety;NTL-SAFETY AND SECURITY-Human Factors;
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Abstract:This report summarizes a 2-day workshop on automated video feature extraction. Discussion focused on the Naturalistic Driving
Study, funded by the second Strategic Highway Research Program, and also involved the companion roadway inventory dataset.
The specific objectives of the workshop were to begin a discussion on how Government, academia, and the private sector can
cooperate to advance the state of the practice in the automated analysis of video data from naturalistic driving studies. A panel
of expert speakers presented the state of knowledge in video feature extraction and demonstrated and described a range of
analytical capabilities that could be automated. Following the presentations, the participants discussed what could be learned
from the data, identified naturalistic data challenges, examined near- and long-term technical approaches, and reviewed
organizational approaches for advancing the practice of automated feature extraction.
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