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检索条件"主题词=denoising autoencoder"
343 条 记 录,以下是171-180 订阅
排序:
CNN adversarial attack mitigation using perturbed samples training
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MULTIMEDIA TOOLS AND APPLICATIONS 2021年 第14期80卷 22077-22095页
作者: Hashemi, Atiye Sadat Mozaffari, Saeed Semnan Univ Fac Elect & Comp Engn Semnan Iran
Susceptibility to adversarial examples is one of the major concerns in convolutional neural networks (CNNs) applications. Training the model with adversarial examples, known as adversarial training, is a common counte... 详细信息
来源: 评论
Speech Enhancement Based on Analysis-Synthesis Framework with Improved Parameter Domain Enhancement
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JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY 2016年 第2期82卷 141-150页
作者: Liu, Bin Tao, Jianhua Wen, Zhengqi Mo, Fuyuan Chinese Acad Sci Inst Automat Natl Lab Pattern Recognit Beijing 100190 Peoples R China Chinese Acad Sci Inst Acoust Beijing 100190 Peoples R China
This paper presents a speech enhancement approach based on analysis-synthesis framework. An improved multi-band summary correlogram (MBSC) algorithm is proposed for pitch estimation and voiced/unvoiced (V/UV) detectio... 详细信息
来源: 评论
Intelligent Identification of Simultaneous Faults of Automotive Software Systems Under Noisy and Imbalanced Data Using Ensemble LSTM and Random Forest
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IEEE ACCESS 2023年 11卷 140022-140040页
作者: Abboush, Mohammad Knieke, Christoph Rausch, Andreas Tech Univ Clausthal Inst Software & Syst Engn D-38678 Clausthal Zellerfeld Germany
According to ISO 26262 standard, functional validation of the developed Automotive Software Systems (ASSs) is crucial to ensure the safety and reliability aspects. Hardware-in-the-loop (HIL) has been introduced as a r... 详细信息
来源: 评论
Intelligent denoise laser ultrasonic imaging for inspection of selective laser melting components with rough surface
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NDT & E INTERNATIONAL 2022年 125卷 102548-102548页
作者: Xu, Wanli Zhang, Jun Li, Xiaohong Yuan, Shuxian Ma, Guanbing Xue, Zhixiang Jing, Xuechao Cao, Jiancheng Wuhan Univ Sch Power & Mech Engn Wuhan 430072 Hubei Peoples R China CGN Inspect Technol Co Ltd Suzhou 215100 Jiangsu Peoples R China Southeast Univ Sch Mat Sci & Engn Nanjing 211189 Jiangsu Peoples R China
The random microdefects are inevitable during the Selective laser melting (SLM) process due to the principle of discrete-stacking. The rough surface induced strong background noise reduces the probability of detection... 详细信息
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DefGAN: Defect Detection GANs With Latent Space Pitting for High-Speed Railway Insulator
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IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2021年 70卷 1-10页
作者: Zhang, Dongkai Gao, Shibin Yu, Long Kang, Gaoqiang Wei, Xiaoguang Zhan, Dong Southwest Jiaotong Univ Sch Elect Engn Chengdu 610031 Peoples R China
As a key component of the high-speed railway catenary, the insulator plays an important role in supporting the catenary and maintaining the insulation between the catenary and earth. Regular inspection using computer ... 详细信息
来源: 评论
Signal speech reconstruction and noise removal using convolutional denoising audioencoders with neural deep learning
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ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING 2019年 第3期100卷 501-512页
作者: Abouzid, Houda Chakkor, Otman Gabriel Reyes, Oscar Ventura, Sebastian Abdelmalek Essaadi Univ Telecommun Dept ENSATE Tetouan Morocco Univ Cordoba Dept Comp Sci & Numer Anal Cordoba Spain
Datasets exist in real life in many formats (audio, music, image,...). In our case, we have them from various sources mixed together. Our mixtures represent noisy audio data that need to be extracted (features), compr... 详细信息
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Denoised Residual Trace Analysis for Monitoring Semiconductor Process Faults
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IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING 2019年 第3期32卷 293-301页
作者: Jang, Jaeyeon Min, Byung Wook Kim, Chang Ouk Yonsei Univ Dept Ind Engn Seoul 03722 South Korea
The detection of wafer faults in early process steps through monitoring and analyzing multivariate process trace data contribute to wafer yield improvements. Standard classification algorithms have been generally used... 详细信息
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A denoising semi-supervised deep learning model for remaining useful life prediction of turbofan engine degradation
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APPLIED INTELLIGENCE 2023年 第19期53卷 22682-22699页
作者: Wang, Youming Wang, Yue Xian Univ Posts & Telecommun Sch Automation Xian Key Lab Adv Control & Intelligent Proc Xian 710121 Peoples R China
Remaining useful life (RUL) prediction is significant for reliability analysis and the reduction of maintenance costs for turbofan engine systems. However, most of the existing methods capture temporal or spatial feat... 详细信息
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Bi-channel hybrid GAN attention based anomaly detection system for multi-domain SDN environment
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JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2024年 第1期46卷 457-478页
作者: Prabu, Saranya Padmanabhan, Jayashree Anna Univ Dept Comp Technol MIT Campus Chennai Tamil Nadu India
Software-Defined Networking (SDN) is a strategy that leads the network via software by separating its control plane from the underlying forwarding plane. In support of a global digital network, multi-domain SDN archit... 详细信息
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Unsupervised environmental operating condition compensation strategies in a guided ultrasonic wave monitoring system: evaluation and comparison
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JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING 2024年 第4期14卷 861-884页
作者: Yon, Kong Chen Bakhary, Norhisham Padil, Khairul Hazman Shamsudin, Mohd Fairuz Univ Teknol Malaysia Fac Civil Engn Utm Skudai 81310 Johor Malaysia Univ Teknol Malaysia Fac Mech Engn Utm Skudai 81310 Johor Malaysia Univ Teknol Malaysia Inst Noise & Vibrat City CampusJalan Semarak Kuala Lumpur 54100 Malaysia Univ Teknol Malaysia Inst Smart Infrastruct & Innovat Construct Forens Engn Ctr Johor Baharu 81310 Johor Malaysia VRG Dinamik SDN BHD Shah Alam 40170 Selangor Malaysia
Guided ultrasonic wave (GUW) monitoring systems are gaining much attention in pipeline condition monitoring. However, the effects of environmental and operational conditions (EOCs), especially temperature and random n... 详细信息
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