Traffic sign classification with deformable convolution based on denoising residual convolutional autoencoder region localization

Traffic sign classification is particularly important in the field of autonomous driving. Image classification methods based on convolution have been widely studied. Traditional convolution, due to its fixed sampling and operation mode, is difficult to capture information in specific irregular key a...

Full description

Bibliographic Details

Published in:	Engineering Research Express Vol. 7; no. 4; pp. 45257 - 45276
Main Authors:	Pan, Hao, Guo, Qianlu, Yuan, Decheng, Pan, Duotao, Li, Dong, Yu, Qianxin
Format:	Journal Article
Language:	English
Published:	IOP Publishing 31.12.2025
Subjects:	deformable convolution image region localization multi-head self-attention mechanism residual convolutional autoencoder traffic sign classification
ISSN:	2631-8695, 2631-8695
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!