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Real-time face recognition algorithm based on lightweight neural network in the field of computer vision

Abstract Traditional face recognition systems deployed on mobile and embedded devices often suffer from limited computing power and high energy consumption. To address these challenges, this study proposes a real-time face recognition algorithm based on a lightweight neural network, called the Light...

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Uloženo v:
Hlavní autoři: Haifeng Ma, Dongmei Guo, Jinying Wang, Pengfei Li, Chunyan Xu, Ying Wang
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer 2025-11-01
Edice:Discover Applied Sciences
Témata:
CNN
Lightweight neural network
Face recognition
Feature map
Receptive field
On-line přístup:https://doi.org/10.1007/s42452-025-08004-y
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