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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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Detalles Bibliográficos
Publicado en:Front Cell Neurosci
Main Authors: Liu, XiaoLe, Yu, Si-yang, Flierman, Nico A., Loyola, Sebastián, Kamermans, Maarten, Hoogland, Tycho M., De Zeeuw, Chris I.
Formato: Artigo
Idioma:Inglês
Publicado: Frontiers Media S.A. 2021
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Acceso en liña: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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