Validation of deep learning-based markerless 3D pose estimation
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DOI: 10.1371/journal.pone.0276258
Abstract: Deep learning-based approaches to markerless 3D pose estimation are being adopted by researchers in psychology and neuroscience at an unprecedented rate. Yet many of these tools remain unvalidated. Here, we report on the validation of… read more here.
Keywords: pose estimation; validation; markerless pose; deep learning ... See more keywords
The reliability and validity of gait analysis system using 3D markerless pose estimation algorithms
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Bioengineering and Biotechnology"
DOI: 10.3389/fbioe.2022.857975
Abstract: Quantifying kinematic gait for elderly people is a key factor for consideration in evaluating their overall health. However, gait analysis is often performed in the laboratory using optical sensors combined with reflective markers, which may… read more here.
Keywords: markerless; gait analysis; reliability; markerless pose ... See more keywords
A Markerless Pose Estimator Applicable to Limbless Animals
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Behavioral Neuroscience"
DOI: 10.3389/fnbeh.2022.819146
Abstract: The analysis of kinematics, locomotion, and spatial tasks relies on the accurate detection of animal positions and pose. Pose and position can be assessed with video analysis programs, the “trackers.” Most available trackers represent animals… read more here.
Keywords: limbless; lace; markerless pose; pose estimator ... See more keywords