科技创新与应用2026，Vol.16Issue(22)：35-38,4.DOI:10.19981/j.CN23-1581/G3.2026.22.009
基于云解码的视频流智能分析管控技术
胡伟路 1王荟奥 1杨恒 1王凯 1熊嘉诚1
作者信息
- 1. 中冶武勘工程技术有限公司,武汉 430074||中冶武勘智诚(武汉)工程技术有限公司,武汉 430050
- 折叠
摘要
Abstract
Aiming at the problems in real-time processing of massive video streams,such as insufficient terminal computing power,high transmission delay,unbalanced task scheduling,and difficulty in balancing recognition accuracy and speed,a cloud decoding intelligent management and control system integrating WebRTC real-time transmission,improved genetic algorithm scheduling,"hardware+algorithm"video coding and decoding acceleration,and optimized YOLOv8-tiny recognition is proposed.A three-level"terminal-edge-cloud"architecture is designed,and through the collaborative optimization of multiple technologies,the following effects are achieved:transmission delay≤80 ms,video coding and decoding speed increased by 45%-60%compared with traditional schemes,abnormal event recognition accuracy reaching 93.2%,and terminal computing power demand reduced by 70%.Verification in urban security and industrial monitoring scenarios shows that this system can meet real-time management and control requirements and provide an efficient solution for intelligent video stream applications.关键词
云解码/WebRTC/视频加速/模型轻量化/智能管控Key words
cloud decoding/WebRTC/video acceleration/model lightweight/intelligent management and control分类
信息技术与安全科学引用本文复制引用
胡伟路,王荟奥,杨恒,王凯,熊嘉诚..基于云解码的视频流智能分析管控技术[J].科技创新与应用,2026,16(22):35-38,4.
