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
Autores principales: Liu, XiaoLe, Yu, Si-yang, Flierman, Nico A., Loyola, Sebastián, Kamermans, Maarten, Hoogland, Tycho M., De Zeeuw, Chris I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Cellular Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8194069/
https://www.ncbi.nlm.nih.gov/pubmed/34122011
http://dx.doi.org/10.3389/fncel.2021.621252

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8194069/
https://www.ncbi.nlm.nih.gov/pubmed/34122011
http://dx.doi.org/10.3389/fncel.2021.621252

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