《深度学习运动捕捉入门：原理、陷阱与展望》预览
Preview of: A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives.
作者信息
Callaghan Sarah
机构信息
Editor-in-Chief of Patterns, Elsevier Limited, The Boulevard, Langford Lane, Kidlington, Oxford OX5 1GB, UK.
出版信息
Patterns (N Y). 2020 Nov 13;1(8):100146. doi: 10.1016/j.patter.2020.100146.
Abstract
Recent advances in deep learning have greatly simplified the measurement of animal behavior and advanced our understanding of how animals and humans behave. The article previewed here provides readers with an excellent overview of the topic of motion capture with deep learning and will be of interest to the wider data science community.
摘要
深度学习的最新进展极大地简化了动物行为的测量，并深化了我们对动物和人类行为方式的理解。此处预览的文章为读者提供了关于深度学习动作捕捉主题的精彩概述，将引起更广泛的数据科学界的兴趣。
相似文献
1
Preview of: A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives.《深度学习运动捕捉入门：原理、陷阱与展望》预览
Patterns (N Y). 2020 Nov 13;1(8):100146. doi: 10.1016/j.patter.2020.100146.
2
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives.深度学习运动捕捉基础：原理、陷阱与展望。
Neuron. 2020 Oct 14;108(1):44-65. doi: 10.1016/j.neuron.2020.09.017.
3
Object substitution masking: when does mask preview work?客体替代掩蔽：掩蔽预览何时起作用？
J Exp Psychol Hum Percept Perform. 2008 Oct;34(5):1108-15. doi: 10.1037/0096-1523.34.5.1108.
4
Artificial intelligence in stroke imaging: Current and future perspectives.人工智能在卒中影像中的应用：现状与未来展望。
Clin Imaging. 2021 Jan;69:246-254. doi: 10.1016/j.clinimag.2020.09.005. Epub 2020 Sep 21.
5
Primer on machine learning: utilization of large data set analyses to individualize pain management.机器学习概论：利用大数据集分析实现疼痛管理个体化。
Curr Opin Anaesthesiol. 2019 Oct;32(5):653-660. doi: 10.1097/ACO.0000000000000779.
6
[A primer on machine learning].[机器学习入门]
Radiologe. 2020 Jan;60(1):24-31. doi: 10.1007/s00117-019-00616-x.
7
Radiomics: Data Are Also Images.放射组学：数据也是图像。
J Nucl Med. 2019 Sep;60(Suppl 2):38S-44S. doi: 10.2967/jnumed.118.220582.
8
Visual marking and facial affect: can an emotional face be ignored?视觉标记与面部情绪：情绪面孔能否被忽视？
Emotion. 2010 Apr;10(2):147-68. doi: 10.1037/a0017743.
9
Deep learning tools for the measurement of animal behavior in neuroscience.深度学习工具在神经科学中用于测量动物行为。
Curr Opin Neurobiol. 2020 Feb;60:1-11. doi: 10.1016/j.conb.2019.10.008. Epub 2019 Nov 29.
10
On-field player workload exposure and knee injury risk monitoring via deep learning.基于深度学习的场上球员体能负荷暴露监测与膝关节损伤风险
J Biomech. 2019 Aug 27;93:185-193. doi: 10.1016/j.jbiomech.2019.07.002. Epub 2019 Jul 8.
本文引用的文献
1
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives.深度学习运动捕捉基础：原理、陷阱与展望。
Neuron. 2020 Oct 14;108(1):44-65. doi: 10.1016/j.neuron.2020.09.017.
Zotero 插件