The Novel Sensor Network Structure for Classification Processing Based on the Machine Learning Method of the ACGAN

The Novel Sensor Network Structure for Classification Processing Based on the Machine Learning Method of the ACGAN

To address the problem of unstable training and poor accuracy in image classification algorithms based on generative adversarial networks (GAN), a novel sensor network structure for classification processing using auxiliary classifier generative adversarial networks (ACGAN) is proposed in this paper...

Full description

Bibliographic Details
Main Authors: Yuantao Chen, Jiajun Tao, Jin Wang, Xi Chen, Jingbo Xie, Jie Xiong, Kai Yang
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Sensors
Subjects:
generative adversarial networks (GAN)
auxiliary classifier generative adversarial networks (ACGAN)
feature matching
image classification
CP-ACGAN
Online Access:https://www.mdpi.com/1424-8220/19/14/3145

Internet

https://www.mdpi.com/1424-8220/19/14/3145

Similar Items