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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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Dettagli Bibliografici
Pubblicato in:Front Cell Neurosci
Autori principali: Liu, XiaoLe, Yu, Si-yang, Flierman, Nico A., Loyola, Sebastián, Kamermans, Maarten, Hoogland, Tycho M., De Zeeuw, Chris I.
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2021
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Accesso online: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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