Automated Tracking of Whiskers in Videos of Head Fixed Rodents

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Automated Tracking of Whiskers in Videos of Head Fixed Rodents

We have developed software for fully automated tracking of vibrissae (whiskers) in high-speed videos (>500 Hz) of head-fixed, behaving rodents trimmed to a single row of whiskers. Performance was assessed against a manually curated dataset consisting of 1.32 million video frames comprising 4.5 million whisker traces. The current implementation detects whiskers with a recall of 99.998% and ident...

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Due to recent advances that enable real-time electrophysiological recordings in brains of awake behaving rodents, effective methods for analyzing the large amount of behavioral data thus generated, at millisecond resolution, are required. We describe a semiautomated, efficient method for accurate tracking of head and mystacial vibrissae (whisker) movements in freely moving rodents using high-sp...

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ژورنال

عنوان ژورنال: PLoS Computational Biology

سال: 2012

ISSN: 1553-7358

DOI: 10.1371/journal.pcbi.1002591