|国家预印本平台
首页|基于单应矩阵和颜色特征的目标交接

基于单应矩阵和颜色特征的目标交接

arget Handoff Based on Homography and Color Features

中文摘要英文摘要

为提高重叠视野下多摄像头目标连续跟踪的准确性,提出了一种融合单应矩阵和颜色特征的目标交接算法。首先采用SIFT算法结合感兴趣区域的方法来得到更加准确的摄像机间单应矩阵,当某一摄像机重叠区域内出现新的目标,先利用单应矩阵计算出该目标在另一摄像机内的坐标范围,若该坐标范围内多于一个目标,再利用颜色直方图进行进一步的匹配,最终完成目标在摄像机间的连续跟踪。实验结果表明,该算法能够准确的完成摄像机间的目标交接。

In order to improve the accuracy of the target handoff based on the overlap of multiple cameras,a target handoff algorithm which combines homography and color features is proposed.First of all,a method which combines SIFT algorithm and ROI is used to get the homography. When a new object appears in the overlap of a camera, its coordinate range in the other camera is calculate by the homography,if there are multiple objects in the coordinate range, histogram matchingwill beacted .The experiment results show that the algorithm can completeaccurate target handoff.

王标、张耘川、罗文澜、郑林

电子技术应用

目标交接单应矩阵颜色特征多摄像机

arget HandoffHomographyColor FeaturesMultiple Cameras

王标,张耘川,罗文澜,郑林.基于单应矩阵和颜色特征的目标交接[EB/OL].(2017-03-15)[2025-07-23].http://www.paper.edu.cn/releasepaper/content/201703-185.点此复制

评论