人工智能
计算机视觉
计算机科学
倾斜(摄像机)
缩放
旋转(数学)
目标检测
跟踪(教育)
跟踪系统
视频跟踪
职位(财务)
对象(语法)
卡尔曼滤波器
模式识别(心理学)
工程类
财务
经济
石油工程
机械工程
教育学
心理学
镜头(地质)
作者
Hongchuang Niu,Jia Liu,Zhengning Yu,Dacong Zheng,Ping He,Feifei Wang
标识
DOI:10.1109/iccasit55263.2022.9986912
摘要
In this paper, a Pan-Tilt-Zoom(PTZ) camera is used to design a general object tracking system, which can follow the target rotation, so that the target is always in the center of the video. The system uses the algorithm of multiple object tracking(MOT) based on deep learning to obtain the position of the target center in the image, then control the camera pan-tilt rotation to make the target in the center of the image, and finally adjusts the camera focal length to ensure that the target has enough resolution. The system can be used for airport security, such as runway intrusion detection, boundary intrusion detection, violation detection, etc.
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