Social Behavioral Phenotyping of Drosophila With a 2D–3D Hybrid CNN Framework

Social Behavioral Phenotyping of Drosophila With a 2D–3D Hybrid CNN Framework

Behavioural phenotyping of drosophila is an important means in biological and medical research to identify the genetic, pathologic, or psychological impact on animal behavior. Automated behavioral phenotyping from videos has been a desired capability that can waive long-time boring manual work in be...

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Bibliographic Details
Main Authors: Ziping Jiang, Paul L. Chazot, M. Emre Celebi, Danny Crookes, Richard Jiang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Deep learning
convolutional neural networks
3D CNN
region proposal
gene-controlled behavior
genotyping
Online Access:https://ieeexplore.ieee.org/document/8715775/

Internet

https://ieeexplore.ieee.org/document/8715775/

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