Semi-supervised sequence modeling for improved behavioral segmentation
Semi-supervised sequence modeling for improved behavioral segmentation
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Publisher
Cold Spring Harbor: Cold Spring Harbor Laboratory Press
Journal title
Language
English
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Publication information
Publisher
Cold Spring Harbor: Cold Spring Harbor Laboratory Press
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Contents
Abstract A popular approach to quantifying animal behavior from video data is through discrete behavioral segmentation, wherein video frames are labeled as containing one or more behavior classes such as walking or grooming. Sequence models learn to map behavioral features extracted from video frames to discrete behaviors, and both supervised and u...
Alternative Titles
Full title
Semi-supervised sequence modeling for improved behavioral segmentation
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Record Identifier
TN_cdi_proquest_journals_2543468246
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2543468246
Other Identifiers
ISSN
2692-8205
E-ISSN
2692-8205
DOI
10.1101/2021.06.16.448685
