Pedestrian detection based on improved LeNet-5 convolutional neural network

In this article, according to the real-time and accuracy requirements of advanced vehicle-assisted driving in pedestrian detection, an improved LeNet-5 convolutional neural network is proposed. Firstly, the structure of LeNet-5 network model is analyzed, and the structure and parameters of the netwo...

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Bibliographic Details
Main Authors: Chuan-Wei Zhang, Meng-Yue Yang, Hong-Jun Zeng, Jian-Ping Wen
Format: Article
Language:English
Published: SAGE Publishing 2019-09-01
Series:Journal of Algorithms & Computational Technology
Online Access:https://doi.org/10.1177/1748302619873601