Adaptive Modeling Multi-Agent Learning System for Video Behavior Clustering Recognition
2023-05-09
状态已发表
摘要

In this work, we propose a self-supervised multi-agent system that meets the online learning of clustering tasks for video behavior recognition spatio-temporal tasks. Encoding visual behavioral actions as discrete temporal sequence(DTS). Real-time clustering recognition task in a multi-agent system for continuous model building, training, and correction. Finally, we implemented a fully decentralized multi-agent system and completed its feasibility verification in a surveillance video application scenario on vehicle path clustering.

关键词Continuous Learning Multi-agent System Prediction Adaptability
DOI10.20944/preprints202305.0600.v1
相关网址查看原文
出处Preprints
WOS记录号PPRN:73237403
WOS类目Multidisciplinary Sciences
资助项目Strategic Priority Research Program of OF the Chinese Academy of Sciences[XDB44010200]
文献类型预印本
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/348044
专题物质科学与技术学院_硕士生
作者单位
1.Chinese Acad Sci, Shanghai Inst Microsyst & Informat Technol, Shanghai 200050, Peoples R China
2.Shanghaitech Univ, Shanghai 201210, Peoples R China
3.NeuHelium Co Ltd, Shanghai 200050, Peoples R China
推荐引用方式
GB/T 7714
Qian, Xingyu,Yuemaier, Aximu,Liang, Longfei,et al. Adaptive Modeling Multi-Agent Learning System for Video Behavior Clustering Recognition. 2023.
条目包含的文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
个性服务
查看访问统计
谷歌学术
谷歌学术中相似的文章
[Qian, Xingyu]的文章
[Yuemaier, Aximu]的文章
[Liang, Longfei]的文章
百度学术
百度学术中相似的文章
[Qian, Xingyu]的文章
[Yuemaier, Aximu]的文章
[Liang, Longfei]的文章
必应学术
必应学术中相似的文章
[Qian, Xingyu]的文章
[Yuemaier, Aximu]的文章
[Liang, Longfei]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。