摘要
近年来,我国老年人人口数量占全国人口数量的比例持续上升,视障人群的占比也随之持续增加。针对这一问题,文章设计一款面向视障人群的视听辅助装置。该装置以Mega2560为核心控制器,与视觉模块、超声波模块、语音合成模块等共同实现目标检测、测距、语音播报、屏幕显示等功能。选用卷积神经网络进行目标检测与识别,提高了目标识别的精度。所设计的装置提高了视障人群的便利性与安全感,具有很高的应用价值。
In recent years,the proportion of the elderly population in the national population has continued to rise,and the proportion of the visually impaired population has also continued to increase.To solve this problem,this paper designs an audio-visual aid for visually impaired people.The device takes Mega2560 as the core controller and realizes the functions of target detection,ranging,voice broadcasting,screen display and so on together with vision module,ultrasonic module and voice synthesis module.The convolutional neural network is selected for target detection and recognition,which improves the accuracy of target recognition.The designed device improves the convenience and sense of security of visually impaired people,and has high application value.
作者
李杲阳
宋晓炜
文秀静
牛旭
LI Gaoyang;SONG Xiaowei;WEN Xiujing;NIU Xu(School of Electronic and Information,Zhongyuan University of Technology,Zhengzhou 450007,China;Kaifeng University,Kaifeng 475004,China)
出处
《现代信息科技》
2022年第10期50-53,共4页
Modern Information Technology
基金
中原科技创新领军人才(214200510013)
国家自然科学基金:项目(62171318)
河南省高校重点科研项目(21A510016,21A520052)
留学人员科研资助和创业启动项目(HRSS2021[36])
校内重大项目成果培育计划(K2020ZDPY02)。
关键词
视障人群
目标检测
卷积神经网络
语音播报
visually impaired people
target detection
convolutional neural network
voice broadcast