Visual Recognition of Traffic Signs in Natural Scenes Based on Improved RetinaNet

Visual Recognition of Traffic Signs in Natural Scenes Based on Improved RetinaNet

Aiming at recognizing small proportion, blurred and complex traffic sign in natural scenes, a traffic sign detection method based on RetinaNet-NeXt is proposed. First, to ensure the quality of dataset, the data were cleaned and enhanced to denoise. Secondly, a novel backbone network ResNeXt was empl...

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Bibliographic Details
Main Authors:	Shangwang Liu, Tongbo Cai, Xiufang Tang, Yangyang Zhang, Changgeng Wang
Format:	Article
Language:	English
Published:	MDPI AG 2022-01-01
Series:	Entropy
Subjects:	RetinaNet natural scenes traffic signs ResNeXt group normalization
Online Access:	https://www.mdpi.com/1099-4300/24/1/112

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