Výsledky vyhledávání - convolutional denoising autoencoder ((dae OR dane))~

Attention-Based Convolutional Denoising Autoencoder for Two-Lead ECG Denoising and Arrhythmia Classification Autor Singh, Prateek, Sharma, Ambalika

“… To achieve this, a novel attention-based convolutional denoising autoencoder (ACDAE) model is proposed that utilizes a skip-layer and attention module for reliable reconstruction of ECG signals from extreme noise conditions…”
Získat plný text

Post-DAE: Anatomically Plausible Segmentation via Post-Processing With Denoising Autoencoders Autor Larrazabal, Agostina J., Martinez, Cesar, Glocker, Ben, Ferrante, Enzo

“…We introduce Post-DAE, a post-processing method based on denoising autoencoders (DAE) to improve the anatomical plausibility of arbitrary biomedical image segmentation algorithms…”
Získat plný text

Noise Reduction in ECG Signals Using Fully Convolutional Denoising Autoencoders Autor Chiang, Hsin-Tien, Hsieh, Yi-Yen, Fu, Szu-Wei, Hung, Kuo-Hsuan, Tsao, Yu, Chien, Shao-Yi

“… A denoising autoencoder (DAE) can be applied to reconstruct the clean data from its noisy version…”
Získat plný text

Galaxy Model Subtraction with a Convolutional Denoising Autoencoder Autor Liu, Rongrong, Peng, Eric W., Wang, Kaixiang, Ferrarese, Laura, Côté, Patrick

“… We build a convolutional denoising autoencoder (DAE) for galaxy model subtraction: images are compressed to a latent representation and reconstructed to yield the smooth galaxy, suppressing other objects…”
Získat plný text

RETRACTED: DAE‐GAN: An autoencoder based adversarial network for Gaussian denoising Autor Samanta, Abhishek, Saha, Aheli, Satapathy, Suresh Chandra, Lin, Hong

“… A denoising autoencoder has been employed as the Generator to learn image distributions and generate denoised images while the discriminator penalizes…”
Získat plný text

Fault Diagnosis of Rolling Bearing Using Convolutional Denoising Autoencoder and Siamese Neural Network With Small Sample Autor Zhao, Xufeng, Chen, Ying, Yang, Mengshu, Xiang, Jiawei

“…) the scarcity of fault data for effective diagnostic tasks in practical scenarios. To address these issues, this article proposes a novel method termed convolutional denoising autoencoder and siamese neural network (CDAE-SNN…”
Získat plný text

Physical Layer Authentication for Industrial Control Based on Convolutional Denoising Autoencoder Autor Chen, Yanru, He, Haoyu, Liu, Shengjie, Zhang, Yuanyuan, Li, Yang, Xing, Bin, Guo, Bing, Chen, Liangyin

“… To address these challenges, we propose a convolutional denoising autoencoder (CDAE) model that reduces feature dimensions, eliminates noise, and extracts key vectors…”
Získat plný text

RunDAE model: Running denoising autoencoder models for denoising ECG signals Autor Samann, Fars, Schanze, Thomas

“…The denoising autoencoder (DAE) is commonly used to denoise bio-signals such as electrocardiogram (ECG…”
Získat plný text

ProADD: Proactive battery anomaly dual detection leveraging denoising convolutional autoencoder and incremental voltage analysis Autor Jeon, Jihun, Cheon, Hojin, Jung, Byungil, Kim, Hongseok

“… First, the denoising autoencoder (DAE) is leveraged to detect outliers in latent space clustering…”
Získat plný text

Simultaneous Data Reconciliation and Gross Error Detection Based on Denoising Autoencoder Autor Yang, Hong, Yuan, Yuan, Chen, Zhisheng, Xu, Xiaodong, Luo, Biao

“… This article proposes a deep learning approach based on denoising autoencoder (DAE) for dealing with simultaneous data reconciliation and gross error detection (SDR & GED…”
Získat plný text

Batch process quality prediction based on denoising autoencoder-spatial temporal convolutional attention mechanism fusion network: Batch process quality prediction based on denoising autoencoder-spatial temporal convolutional attention mechanism fusion network Autor Zhang, Yan, Cao, Jie, Zhao, Xiaoqiang, Hui, Yongyong

“… to prediction performance. Therefore, a denoising autoencoder-Spatial Temporal Convolution Attention Fusion Network (DAE-STCAFN…”
Získat plný text

Robust remaining useful life prediction of lithium-ion battery with convolutional denoising autoencoder Autor Yuliani, Asri Rizki, Pardede, Hilman Ferdinandus, Ramdan, Ade, Zilvan, Vicky, Yuwana, Raden Sandra, Amri, M Faizal, Kusumo, R. Budiarianto Suryo, Pramanik, Subrata

“…) of Li-ion batteries. We propose a denoising autoencoder (DAE) utilized to remove noise from the data…”
Získat plný text

Weak ultrasonic guided wave signal recognition based on one-dimensional convolutional neural network denoising autoencoder and its application to small defect detection in pipelines Autor Wu, Jing, Yang, Yingfeng, Lin, Zeyu, Lin, Yizhou, Wang, Yan, Zhang, Weiwei, Ma, Hongwei

“…•The denoising autoencoder integrated with convolutional neural network has good signal denoising ability…”
Získat plný text

Accurate classification of Listeria species by MALDI-TOF mass spectrometry incorporating denoising autoencoder and machine learning Autor Li, Yunhong, Gan, Zeyu, Zhou, Xi, Chen, Zhiwei

“…Listeria monocytogenes belongs to the category of facultative anaerobic bacteria, and is the pathogen of listeriosis, potentially lethal disease for humans…”
Získat plný text

Sequential application of denoising autoencoder and long-short recurrent convolutional network for noise-robust remaining-useful-life prediction framework of lithium-ion batteries Autor Hong, Seonri, Kang, Moses, Kim, Jonghoon, Baek, Jongbok

“…•The denoising autoencoder is trained is follows: Gaussian noise, missing value, and the combination of two noise types…”
Získat plný text

Temporal convolutional denoising autoencoder network for air pollution prediction with missing values Autor Samal, K. Krishna Rani, Babu, Korra Sathya, Das, Santos Kumar

“… These issues make air quality models more complex and challenging to introspect. So, we developed Temporal Convolutional Denoising Autoencoder (TCDA…”
Získat plný text

Automated atrial fibrillation classification based on denoising stacked autoencoder and optimized deep network Autor Singh, Prateek, Sharma, Ambalika, Maiya, Shreesha

“… Denoising autoencoders (DAEs) utilising convolutional neural networks (CNNs) as backbones outperformed the other two DAE models…”
Získat plný text

Condition monitoring and performance forecasting of wind turbines based on denoising autoencoder and novel convolutional neural networks Autor Jia, Xiongjie, Han, Yang, Li, Yanjun, Sang, Yichen, Zhang, Guolei

“…) and performance forecasting (PF). For CM, a robust denoising autoencoder (DAE) model is introduced to output the reconstruction error (RE) of raw signals…”
Získat plný text

Denoising autoencoder based topology identification in distribution systems with missing measurements Autor Raghuvamsi, Y., Teeparthi, Kiran, Kosana, Vishalteja

“… A temporal convolutional denoising autoencoder (TCDAE) is developed for dimensionality reduction, reconstruction of incomplete…”
Získat plný text

Multi-Source Data with Laplacian Eigenmaps and Denoising Autoencoder for Predicting Microbe-Disease Associations via Convolutional Neural Network Autor Lei, Xiu-Juan, Chen, Ya-Li, Pan, Yi

“… At the same time, the denoising autoencoder (DAE) is used to learn the attribute features of microbe nodes and disease nodes…”
Získat plný text