Suchergebnisse - fully convolutional denoising autoencoder (FCDAE)

Intelligent FCDAE Denoiser for Reliable Decoding Over Correlated Noise Channel von Li, Yan, Lu, Huaiyin, Zhang, Lin, Chen, Jianyuan, Wu, Zhiqiang

“… In order to suppress the noise, we propose a denoiser based on a fully convolutional denoising autoencoder (FCDAE …”
Volltext

A denoising semi-supervised deep learning model for remaining useful life prediction of turbofan engine degradation von Wang, Youming, Wang, Yue

“… To address these problems, a denoised semi-supervised model based on fully convolutional denoising autoencoder, convolutional neural network, and long short-term memory network (FCDAE-CNN-LSTM …”
Volltext

Highly Robust Vehicle Lateral Localization Using Multilevel Robust Network von Zheng, Zhiyong, Li, Xu, Zhu, Jianxiao, Yuan, Jianhua, Wu, Linqi

“… Vision-based vehicle lateral localization has been extensively studied in the literature. However, it faces great challenges when dealing with occlusion …”
Volltext

Fault Diagnosis of Rolling Bearings Based on a Residual Dilated Pyramid Network and Full Convolutional Denoising Autoencoder von Shi, Hongmei, Chen, Jingcheng, Si, Jin, Zheng, Changchang

“… diagnosis methods deteriorate sharply. In this regard, this paper proposes a new intelligent diagnosis algorithm for rolling bearing faults based on a residual dilated pyramid network and full convolutional denoising autoencoder (RDPN-FCDAE …”
Volltext