article Open AccessTop 1% cited
Using DeepLabCut for 3D markerless pose estimation across species and behaviors
Nature Protocols · 2019 · Vol. 14(7) · pp. 2152–2176
Tanmay Nath✉(Harvard University)Alexander Mathis(Harvard University)An Chi Chen(University of Cape Town)Amir Patel(University of Cape Town)Matthias Bethge(Bernstein Center for Computational Neuroscience Tübingen)Mackenzie Weygandt Mathis(Harvard University)
Human Pose and Action RecognitionAnimal Behavior and Welfare StudiesHuman-Animal Interaction StudiesPython (programming language)Computer scienceToolboxGraphical user interfaceArtificial intelligencePipeline (software)PoseDeep learningMachine learningHuman–computer interaction
MeSH terms
AlgorithmsAnimalsBehavior, AnimalHumansProgramming LanguagesSoftwareUser-Computer InterfaceVideo RecordingImaging, Three-DimensionalWorkflow
Citations
1,513
FWCI
54.07
field-weighted impact
References
66
Percentile
100%
vs. same field & year
Citations per year
Cited by
DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning
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References
Biomechanics and motor control of human movement
Choice Reviews Online · 1990 · 8,507 citations
Pictorial Structures for Object Recognition
International Journal of Computer Vision · 2004 · 2,188 citations
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision · 2015 · 39,683 citations
DeepLabCut: markerless pose estimation of user-defined body parts with deep learning
Nature Neuroscience · 2018 · 5,300 citations
Deep learning
Nature · 2015 · 79,164 citations
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