首页|基于视频监控的考研教室动态播报系统

基于视频监控的考研教室动态播报系统

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为了节省学生寻找空闲教室的时间,实时播报教室人数情况,文章研究基于视频监控的考研教室动态播报系统,以满足考研学子的需求.在视频监控系统中,利用数字图像处理技术进行客流识别是目前国内研究的热点问题,涉及图像处理与识别的许多核心问题,包括视频图像的实时采集、运动目标检测、目标跟踪以及图像的处理与分析等多方面的内容.基于YOLOv5s的网络结构,文章提出一种基于YOLOv5s的教室场景下的学生计数方法,从而甄别出该教室是否为空闲教室,将统计信息报送系统后台处理,对空闲教室按空闲座位进行降序排列,推送到客户公告端,用户可以看到空闲教室编号、空闲位置数等信息,实现人数的实时播报.
Dynamic broadcast system for postgraduate classrooms based on video surveillance
In order to save the time of students looking for a free classroom,the number of students in the classroom is broadcast in real time,and the dynamic broadcasting system based on video surveillance is developed to meet the needs of students.In the video surveillance system,the use of digital image processing technology to identify visitors flow is a hot issue in domestic research,involving many core issues in image processing and recognition,including video image real-time acquisition,moving target detection,target tracking,image processing and analysis and other aspects.Based on the network structure of YOLOv5s,this paper proposes a student counting method in the classroom scene based on YOLOv5s,so as to identify whether the classroom is an idle classroom,submit the statistical information to the system for background processing,arrange the idle classrooms in descending order according to the idle seats,and push it to the client announcement terminal.You can see the number of free classrooms,the number of free places and other information,to achieve real-time broadcast of the number of people.

video surveillancepeople countingYOLOv5

张甲鹏、李佳欣、王清瑜、武慧真、窦育民、赵利敏

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新乡医学院 卫生健康管理学院,河南 新乡 453003

视频监控 人员计数 YOLOv5

河南省大学生创新创业训练计划大创项目(2023)河南省科技发展计划科技攻关计划(2022)河南省教育厅省级专创融合特色示范课程建设项目(2022)河南省高等学校人文社会科学研究一般项目(2024)

202310472049222102210325892024-ZDJH-805

2024

无线互联科技
江苏省科学技术情报研究所

无线互联科技

影响因子:0.263
ISSN:1672-6944
年,卷(期):2024.21(4)
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