OptiFlex: Multi-Frame Animal Pose Estimation Combining Deep Learning With Optical Flow

Animal pose estimation tools based on deep learning have greatly improved animal behaviour quantification. These tools perform pose estimation on individual video frames, but do not account for variability of animal body shape in their prediction and evaluation. Here, we introduce a novel multi-fram...

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Vydáno v:Front Cell Neurosci
Hlavní autoři: Liu, XiaoLe, Yu, Si-yang, Flierman, Nico A., Loyola, Sebastián, Kamermans, Maarten, Hoogland, Tycho M., De Zeeuw, Chris I.
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2021
Témata:
Cellular Neuroscience
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8194069/
https://ncbi.nlm.nih.gov/pubmed/34122011
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncel.2021.621252
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