The Mouse Action Recognition System (MARS) software pipeline for automated analysis of social behaviors in mice

The Mouse Action Recognition System (MARS) software pipeline for automated analysis of social behaviors in mice

The study of naturalistic social behavior requires quantification of animals’ interactions. This is generally done through manual annotation—a highly time-consuming and tedious process. Recent advances in computer vision enable tracking the pose (posture) of freely behaving animals. However, automat...

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Bibliographic Details
Main Authors: Cristina Segalin, Jalani Williams, Tomomi Karigo, May Hui, Moriel Zelikowsky, Jennifer J Sun, Pietro Perona, David J Anderson, Ann Kennedy
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2021-11-01
Series:eLife
Subjects:
social behavior
pose estimation
machine learning
computer vision
microendoscopic imaging
software
Online Access:https://elifesciences.org/articles/63720

Internet

https://elifesciences.org/articles/63720

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