Article

EDDSN-MRT: Multiple Rodent Tracking Based on Ear Detection and Dual Siamese Network for Rodent Social Behavior Analysis

2022-08-19

Abstract excerpt

<title>Abstract</title> <p><bold>Background</bold> The rodent social behavior is a commonly used preclinical model to assess human neurological condition mechanisms. Therefore, to understand how the neural system coordinates with social behaviors, neuroscientists need a precise and quantitative generation of multiple rodent's trajectories in laboratory scenarios. But the occlusion of rodents’ individuals preclude...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: b74aba19-5cfb-5e48-8796-ac700a896f43
DOI: 10.21203/rs.3.rs-1880503/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

EDDSN-MRT: Multiple Rodent Tracking Based on Ear Detection and Dual Siamese Network for Rodent Social Behavior AnalysisDOI 10.21203/rs.3.rs-1880503/v1Read

A Hierarchical 3D-motion Learning Framework for Animal Spontaneous Behavior MappingSemantic proximity Read

LISBET: a machine learning model for the automatic segmentation of social behavior motifsSemantic proximity Read

Simple Behavioral Analysis (SimBA) – an open source toolkit for computer classification of complex social behaviors in experimental animalsSemantic proximity Read

Deep-learning based identification, tracking, pose estimation, and behavior classification of interacting primates and mice in complex environmentsSemantic proximity Read

REVEALS: An Open Source Multi Camera GUI For Rodent Behavior AcquisitionSemantic proximity Read

vmTracking: Virtual Markers Overcome Occlusion and Crowding in Multi-Animal Pose TrackingSemantic proximity Read

Automated long-term tracking and social behavioural phenotyping of animal colonies within a semi-natural environment.Semantic proximity Read

The Mouse Action Recognition System (MARS): a software pipeline for automated analysis of social behaviors in miceSemantic proximity Read

Dynamic patterns of correlated activity in the prefrontal cortex encode information about social behaviorSemantic proximity Read

Towards high-throughput phenotyping of complex patterned behaviors in rodents: focus on mouse self-grooming and its sequencing.Semantic proximity Read

SaLSa: a combinatory approach of semi-automatic labeling and long short-term memory to classify behavioral syllablesSemantic proximity Read

Deep Phenotyping Reveals Movement Phenotypes in Mouse Neurodevelopmental ModelsSemantic proximity Read