测控技术2026，Vol.45Issue(5)：9-17,9.DOI:10.19708/j.ckjs.2025.04.224
基于改进YOLOv8智能化的嵌入式会议终端
Intelligent Embedded Conference Terminal Based on Improved YOLOv8
摘要
Abstract
With the rapid development and widespread application of video conference technology,the demand for efficient and intelligent conference equipment is increasing.An intelligent integrated conference terminal system is designed based on embedded technology.The system on chip(SoC),cameras,sensors,and digital sili-con microphones are utilized,combined with high-performance embedded platform,a hardware platform is built for data acquisition,transmission,and processing.In terms of software,the Android operating system is e-quiped,and the YOLO(You Only Look Once)algorithm model is adopted.Combined with a lightweight detec-tion head and an optimized loss function,intelligent image processing is achieved.Experimental tests show that the improved algorithm reduces computational load,parameter size,and memory usage of the model by about 20％,while the average accuracy of the algorithm is enhanced.The success rate of the intelligent image pro-cessing function exceeds 97％,with a response time of under 2 s.The interaction and communication function-alities of the entire system are reliable and stable.The system design is reasonable and has stable performance,providing a solid solution for the intelligent integration of conference terminals.关键词
视频会议终端/嵌入式系统/智能化/目标检测Key words
video conference terminal/embedded system/intelligentization/object detection分类
信息技术与安全科学引用本文复制引用
汪信,李博,钟鹏..基于改进YOLOv8智能化的嵌入式会议终端[J].测控技术,2026,45(5):9-17,9.基金项目
浙江工业大学产学研项目(KYY-HX-20220057) （KYY-HX-20220057）
