A Markerless Pose Estimator Applicable to Limbless Animals.

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 as single points in space (no pose information available) or use markers to build a skeletal representation of pose. Markers are either physical objects attached to the body (white balls, stickers, or paint) or they are defined in silico using recognizable body structures (e.g., joints, limbs, color patterns). Physical markers often cannot be used if the animals are small, lack prominent body structures on which the markers can be placed, or live in environments such as aquatic ones that might detach the marker. Here, we introduce a marker-free

SUBMITTER: Garg V 

PROVIDER: S-EPMC8997243 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature