一种基于图像模板的图像建模及识别框架研究  

Research on an image modeling and recognition framework based on image templates

作　　者：褚红健 李佑文 丁桃胜 Chu Hongjian;Li Youwen;Ding Taosheng(Nanjing SAC Rail Traffic Engineering Co.,Ltd.,Nanjing 210032,China)

机构地区：[1]南京国电南自轨道交通工程有限公司,江苏南京210032

出　　处：《无线互联科技》2023年第23期143-145,共3页Wireless Internet Technology

摘　　要：文章构建了一种灵活且易于扩展的智能图像识别算法管理及协作框架。首先设计了用于图像识别算法的统一调度管理模块,然后基于图像模板进行特征标注和识别算法策略建模,最后,基于图像模板及其建模信息和识别算法的统一调度实现对不同类型对象的图像识别。该框架不仅能够有效、灵活地利用不同算法策略对被识别对象中所包含的不同类型设备进行并发识别及异常检测,而且能根据逐步丰富的数据样本,简便快捷地完成识别算法的迭代维护。This article constructs a flexible and easily scalable intelligent image recognition algorithm management and collaboration framework.Firstly,a unified scheduling management module for image recognition algorithms is designed,followed by feature annotation and recognition algorithm strategy modeling based on image templates.Finally,a unified scheduling based on image templates,their modeling information,and recognition algorithms is implemented for image recognition of different types of objects.This framework not only effectively and flexibly utilizes different algorithm strategies to perform concurrent recognition and anomaly detection on different types of devices included in the identified object,but also can easily and quickly complete iterative maintenance of recognition algorithms based on gradually enriched data samples.

关 键 词：图像模板建模 图像识别 识别算法调度管理 

分 类 号：U28[交通运输工程—交通信息工程及控制]