Marker-Less Motion Capture of Insect Locomotion With Deep Neural Networks Pre-trained on Synthetic Videos

Marker-Less Motion Capture of Insect Locomotion With Deep Neural Networks Pre-trained on Synthetic Videos

Motion capture of unrestrained moving animals is a major analytic tool in neuroethology and behavioral physiology. At present, several motion capture methodologies have been developed, all of which have particular limitations regarding experimental application. Whereas marker-based motion capture sy...

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Bibliographic Details
Main Authors: Ilja Arent, Florian P. Schmidt, Mario Botsch, Volker Dürr
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Behavioral Neuroscience
Subjects:
insect locomotion
machine learning
behavioral analysis
marker-less motion capture
deep neural network
motion tracking
Online Access:https://www.frontiersin.org/articles/10.3389/fnbeh.2021.637806/full

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https://www.frontiersin.org/articles/10.3389/fnbeh.2021.637806/full

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