Výsledky vyhledávání - noise learning based denoising autoencoder

Noise Learning-Based Denoising Autoencoder Autor Lee, Woong-Hee, Ozger, Mustafa, Challita, Ursula, Sung, Ki Won

“…), namely noise learning based DAE (nlDAE). The proposed nlDAE learns the noise of the input data…”
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Investigation of denoising autoencoder-based deep learning model in noise-riding experimental data for reliable state-of-charge estimation Autor Hong, Seonri, Kang, Moses, Kim, Jonghoon, Baek, Jongbok

“… To address the performance degradation resulting from data quality deterioration, this paper introduces a denoising autoencoder is implemented as a stacked multi-layer perceptron, which learns…”
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Noise Learning Based Denoising Autoencoder Autor Lee, Woong-Hee, Ozger, Mustafa, Challita, Ursula, Sung, Ki Won

“…), namely noise learning based DAE (nlDAE). The proposed nlDAE learns the noise of the input data…”
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Ultrasonic image denoising using machine learning in point contact excitation and detection method Autor Singh, Himanshu, Ahmed, Arif Sheikh, Melandsø, Frank, Habib, Anowarul

“… Recently, deep learning (DL) has been implemented for the reduction of noises from the signals and in images…”
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INTERNATIONAL PATENT: TELEFONAKTIEBOLAGET LM ERICSSON (PUBL) FILES APPLICATION FOR "NOISE LEARNING-BASED DENOISING AUTOENCODER"

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A swarm anomaly detection model for IoT UAVs based on a multi-modal denoising autoencoder and federated learning Autor Lu, Yu, Yang, Tao, Zhao, Chong, Chen, Wen, Zeng, Rong

“…•A multimodal denoising autoencoder has been designed to achieve multi-source heterogeneous sensor noise removal…”
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Autoencoders Based Deep Learner for Image Denoising Autor Bajaj, Komal, Singh, Dushyant Kumar, Ansari, Mohd. Aquib

“… Sometimes, images get infected with noise due to many reasons such as defects in camera sensors, transmission in noisy channel, faulty memory locations in the hardware etc…”
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Contrastive blind denoising autoencoder for real time denoising of industrial IoT sensor data Autor Langarica, Saúl, Núñez, Felipe

“… This work proposes a purely data-driven self-supervised learning-based approach, based on a blind denoising autoencoder, for real time denoising of industrial sensor data…”
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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…”
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Deep denoising autoencoder-assisted continuous scoring of peak quality in high-resolution LC−MS data Autor Ji, Hongchao, Tian, Jing

“… Here we put forward AutoMS, which employs a deep learning-based denoising autoencoder to grasp the common characteristics of chromatographic peaks, and predict noise-deducted peaks from the original peak profiles…”
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Lamb wave-based damage imaging of CFRP composite structures using autoencoder and delay-and-sum Autor Yu, Yinghong, Liu, Xiao, Wang, Yihan, Wang, Yishou, Qing, Xinlin

“…) imaging method based on denoising autoencoder (DAE) learning is developed for complex composite structures…”
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Wind Turbine Fault Detection Using a Denoising Autoencoder With Temporal Information Autor Jiang, Guoqian, Xie, Ping, He, Haibo, Yan, Jun

“… To this end, this paper proposes a new fault detector based on a recently developed unsupervised learning method, denoising autoencoder (DAE…”
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Blind Denoising Autoencoder Autor Majumdar, Angshul

“… Dictionary learning- and transform learning-based formulations for blind denoising are well known…”
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Deep Learning-Based Noise Reduction Approach to Improve Speech Intelligibility for Cochlear Implant Recipients Autor Lai, Ying-Hui, Tsao, Yu, Lu, Xugang, Chen, Fei, Su, Yu-Ting, Chen, Kuang-Chao, Chen, Yu-Hsuan, Chen, Li-Ching, Po-Hung Li, Lieber, Lee, Chin-Hui

“…We investigate the clinical effectiveness of a novel deep learning-based noise reduction (NR…”
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Research on Acoustic Emission Signal Denoising Based on Autoencoder Autor Zhou, Jun, Yang, mei, Yin, Yue

“… Therefore, a noise denoising model of acoustic emission signal based on noise reduction autoencoder is proposed…”
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Measurement Noise Recommendation for Efficient Kalman Filtering over a Large Amount of Sensor Data Autor Park, Sebin, Gil, Myeong-Seon, Im, Hyeonseung, Moon, Yang-Sae

“… In particular, if the noise parameters determined based on the user’s experience are incorrect, the accuracy of Kalman filtering may be reduced significantly…”
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uDAS: An Untied Denoising Autoencoder With Sparsity for Spectral Unmixing Autor Qu, Ying, Qi, Hairong

“… learning models, in specific, the autoencoder models, where the decoder serves as the endmembers and the hidden…”
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Quadratic Autoencoder (Q-AE) for Low-Dose CT Denoising Autor Fan, Fenglei, Shan, Hongming, Kalra, Mannudeep K., Singh, Ramandeep, Qian, Guhan, Getzin, Matthew, Teng, Yueyang, Hahn, Juergen, Wang, Ge

“… architectures, simulating human-like learning in the form of "quadratic-neuron-based deep learning…”
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Modulation classification based on denoising autoencoder and convolutional neural network with GNU radio Autor Wang, Jun, Wang, Wenfeng, Luo, Feixiang, Wei, Shaoming

“…In this article, a machine learning method to classify signal with Gaussian noise based on denoising auto encoder (DAE…”
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Bidirectional Denoising Autoencoders Based Robust Representation Learning for Underwater Acoustic Target Signal Denoising Autor Dong, Yafen, Shen, Xiaohong, Wang, Haiyan

“… channels, which brings adverse effects to underwater acoustic target recognition. To improve the recognition accuracy of underwater targets under background noise interference, a bidirectional denoising autoencoder (BDAE…”
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