Enhanced lightweight infrared object detection algorithm for assistive navigation in visually impaired individuals

Enhanced lightweight infrared object detection algorithm for assistive navigation in visually impaired individuals

Abstract This study introduces an advanced infrared scene detection algorithm, enhancing the YOLOv8 model for aiding visually impaired individuals in navigation. The focus is on the neck network, integrating attention scale sequences to boost multi‐level perception, particularly for small object det...

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Bibliographic Details
Main Authors: Zhimin Bai, Yang Yang, Jian Wang, Zhengyang Li, Jiajun Wang, Chunxin Liu
Format: Article
Language:English
Published: Wiley 2024-12-01
Series:IET Image Processing
Subjects:
computer vision
infrared imaging
neural net architecture
object detection
Online Access:https://doi.org/10.1049/ipr2.13233
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