摘要
一般人流量密度大的场所容易发生行人走失的情况,如:车站、游乐园、广场。针对此类人流量大的密集场所中发生的行人走失情况,提出一种基于TransReID的智能寻人系统,结合跨镜技术在场所内对行人目标进行检测搜寻。TransReID在Transformer的基础上做了网络结构层的改进,提高了鲁棒特征提取效率。对比CNN网络结构有了很大的提升,TransReID在对行人目标重识别上也有着更好的综合性能。
Lost pedestrians are easy to happen in places with high pedestrian flow density,such as:station,amusement and square.In view of the lost pedestrians situation in such places with high pedestrian flow density,the intelligent human search system based on TransReID is proposed,it combined the cross-mirror technology to search pedestrians targets in the sites.TransReID has improved the network structure layer and the robust feature extraction efficiency on the basis of Transformer.Compared with CNN,the network structure has been greatly improved,TransReID also has better comprehensive performance in re-recognition of pedestrian targets.
作者
庞遵毅
李丹
PANG Zunyi;LI Dan(Jincheng College of Sichuan University,Chengdu 610000,China)
出处
《现代信息科技》
2021年第14期83-85,共3页
Modern Information Technology
