Design Research on Smart Cane of YOLOv5s-Based Image Recognition and Vibration Feedback

Aiming at the severe challenges of the visual impairment in traveling, an intelligent cane integrating the optimized YOLOv5s image processing algorithm, wireless communication technology and multi-sensor detection technology is designed and implemented. The cane integrates the optimized YOLOv5 image processing algorithm and multiple sensor detection technologies, realizes the obstacle recognition of the cane, and has the functions of GPS positioning, voice prompts of road conditions and feedback. After actual scene testing, the cane performed well, fully met the design requirements, and significantly improved the mobility independence and social participation of the blind. It is of great significance to improve vision and quality of life.

Authors

Institutions

Publication Details

Published
2025-02-28
DOI
https://doi.org/10.1109/iccece65250.2025.10985504
Primary Topic
Advanced Algorithms and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Design Research on Smart Cane of YOLOv5s-Based Image Recognition and Vibration Feedback

Hao Zhang, Yingqun Liu, Zeyang Chen, Jingyuan Su
Advanced Algorithms and Applications
article

Design Research on Smart Cane of YOLOv5s-Based Image Recognition and Vibration Feedback

Hao Zhang, Yingqun Liu, Zeyang Chen, Jingyuan Su
article en

Abstract

Aiming at the severe challenges of the visual impairment in traveling, an intelligent cane integrating the optimized YOLOv5s image processing algorithm, wireless communication technology and multi-sensor detection technology is designed and implemented. The cane integrates the optimized YOLOv5 image processing algorithm and multiple sensor detection technologies, realizes the obstacle recognition of the cane, and has the functions of GPS positioning, voice prompts of road conditions and feedback. After actual scene testing, the cane performed well, fully met the design requirements, and significantly improved the mobility independence and social participation of the blind. It is of great significance to improve vision and quality of life.

Guangdong Open University (CN)
Openalex Percentile: Top 89%
Advanced Algorithms and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.