火力与指挥控制Issue(z1)：116-119,4.
基于视频图像的目标识别与跟踪算法
Study on Algorithms of Target Recognition and Target Tracking Based on Video Sequence
樊兴 1刘祯 1武云鹏 1胡冠华1
作者信息
- 1. 北方自动控制技术研究所，太原 030006
- 折叠
摘要
Abstract
This paper investigates the algorithms of target recognition and target tracking based on video sequence. We mainly focuses on the Histogram of Orientation Gradient (HOG)Algorithm and the Support Vector Machine (SVM)Algorithm for learning and classifying to implement the target recogmition. When the target is recognized,using Gauss models of target and background,combining Kalman filter used to predict tartet position and mean-shift theory,we completes the target tracking function. At last,the experiments in down-scaled environment proves the correctness of the method.关键词
视频图像/目标识别/目标跟踪/缩微环境Key words
video sequence/target recognition/target tracking/down-scaled environment分类
信息技术与安全科学引用本文复制引用
樊兴,刘祯,武云鹏,胡冠华..基于视频图像的目标识别与跟踪算法[J].火力与指挥控制,2014,(z1):116-119,4.
