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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Front Cell Neurosci
Prif Awduron: Liu, XiaoLe, Yu, Si-yang, Flierman, Nico A., Loyola, Sebastián, Kamermans, Maarten, Hoogland, Tycho M., De Zeeuw, Chris I.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Frontiers Media S.A. 2021
Pynciau:
Cellular Neuroscience
Mynediad Ar-lein: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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