Generative Model for Skeletal Human Movements Based on Conditional DC-GAN Applied to Pseudo-Images

Generative Model for Skeletal Human Movements Based on Conditional DC-GAN Applied to Pseudo-Images

Generative models for images, audio, text, and other low-dimension data have achieved great success in recent years. Generating artificial human movements can also be useful for many applications, including improvement of data augmentation methods for human gesture recognition. The objective of this...

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Bibliographic Details
Main Authors: Wang Xi, Guillaume Devineau, Fabien Moutarde, Jie Yang
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Algorithms
Subjects:
generative model
human movement
conditional deep convolutional generative adversarial network
GAN
spatiotemporal pseudo-image
TSSI
Online Access:https://www.mdpi.com/1999-4893/13/12/319

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https://www.mdpi.com/1999-4893/13/12/319

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