Ontology highlight
ABSTRACT:
SUBMITTER: Blau A
PROVIDER: S-EPMC11302674 | biostudies-literature | 2024 Jul
REPOSITORIES: biostudies-literature
Blau Ari A Schaffer Evan S ES Mishra Neeli N Miska Nathaniel J NJ Paninski Liam L Whiteway Matthew R MR
ArXiv 20241217
Action segmentation of behavioral videos is the process of labeling each frame as belonging to one or more discrete classes, and is a crucial component of many studies that investigate animal behavior. A wide range of algorithms exist to automatically parse discrete animal behavior, encompassing supervised, unsupervised, and semi-supervised learning paradigms. These algorithms - which include tree-based models, deep neural networks, and graphical models - differ widely in their structure and ass ...[more]