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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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Principais autores: Haifeng Ma, Dongmei Guo, Jinying Wang, Pengfei Li, Chunyan Xu, Ying Wang
Format: Artigo
Sprog:Inglês
Udgivet: Springer 2025-11-01
Serier:Discover Applied Sciences
Fag:
CNN
Lightweight neural network
Face recognition
Feature map
Receptive field
Online adgang:https://doi.org/10.1007/s42452-025-08004-y
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