Výsledky vyhledávání - convolutional autoencoder-model verification~

Convolutional Autoencoder Model for Finger-Vein Verification Autor Hou, Borui, Yan, Ruqiang

“…This paper presents a novel deep learning-based method that integrates a Convolutional Auto-Encoder (CAE…”
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DWSCNN Online Signature Verification Algorithm Based on CAE-MV Feature Dimensionality Reduction Autor Zheng, Jianbin, Chen, Ziyao, Huang, Liping, Gao, Yifan, Yu, Xiangxiang, Wang, Hui, Yang, Jiamei, Wang, Yu

“…In recent years, with the rapid advancements in deep learning technologies, particularly deep neural networks, signature verification has seen significant improvements in accuracy…”
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Intrusion Detection for Blockchain‐Based Internet of Things Using Gaussian Mixture–Fully Convolutional Variational Autoencoder Model Autor Om Kumar, C. U., Marappan, Suguna, Murugeshan, Bhavadharini, Beaulah, P. Mercy Rajaselvi

“…ABSTRACT The Internet of Things (IoT) is an evolving paradigm that has dramatically transformed the traditional style of living into a smart lifestyle. IoT…”
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Hybrid Learning Model-Based Inter-turn Short Circuit Fault Diagnosis of PMSM Autor Li, Hongjie, Shen, Jiachen, Shi, Cenwei, Shi, Tingna

“… Based on U-shaped network(U-net) and stacked autoencoder model (SAE), we propose a hybrid model for permanent magnet motor (PMSM…”
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Automated Object Recognition System based on Convolutional Autoencoder Autor Prystavka, Pylyp, Cholyshkina, Olha, Dolgikh, Serge, Karpenko, Denys

“…, convolutional autoencoders and classifying perceptrons. An originally developed model that includes autoencoder preprocessing for compression and extraction of informative…”
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Patch-based Finger Vein Verification using Convolutional Variational Autoencoder Autor Ismayilov, Raul, Arican, Tugce, Spreeuwers, Luuk, Zeinstra, Chris

“… This paper investigates a novel approach to improve the accuracy and robustness of patch-based finger vein verification using a convolutional variational autoencoder (CVAE…”
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