Search Results - convolutional autoencoder-model verification

Convolutional Autoencoder Model for Finger-Vein Verification by 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 by 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 by 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 by 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 by 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 by 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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