A study on expression recognition based on improved mobilenetV2 network

A study on expression recognition based on improved mobilenetV2 network

Abstract This paper proposes an improved strategy for the MobileNetV2 neural network(I-MobileNetV2) in response to problems such as large parameter quantities in existing deep convolutional neural networks and the shortcomings of the lightweight neural network MobileNetV2 such as easy loss of featur...

Full description

Bibliographic Details
Main Authors: Qiming Zhu, Hongwei Zhuang, Mi Zhao, Shuangchao Xu, Rui Meng
Format: Article
Language:English
Published: Nature Portfolio 2024-04-01
Series:Scientific Reports
Subjects:
Expression recognition
MobileNetV2
Reverse fusion
Attention mechanism
SELU
Online Access:https://doi.org/10.1038/s41598-024-58736-x

Internet

https://doi.org/10.1038/s41598-024-58736-x

Similar Items