作者投稿和查稿 主编审稿 专家审稿 编委审稿 远程编辑

计算机工程 ›› 2012, Vol. 38 ›› Issue (15): 179-182,186. doi: 10.3969/j.issn.1000-3428.2012.15.050

• 人工智能及识别技术 • 上一篇    下一篇

基于TMS320DM643的运动目标检测算法

胡小霞,杨余旺,莫 然   

  1. (南京理工大学计算机科学与技术学院,南京 210094)
  • 收稿日期:2011-09-26 出版日期:2012-08-05 发布日期:2012-08-05
  • 作者简介:胡小霞(1987-),女,硕士研究生,主研方向:图形图像处理,传感器网络;杨余旺,教授、博士、博士生导师;莫 然,硕士研究生

Moving Target Detection Algorithm Based on TMS320DM643

HU Xiao-xia, YANG Yu-wang, MO Ran   

  1. (School of Computer Science and Technology, Nanjing University of Science and Technology, Nanjing 210094, China)
  • Received:2011-09-26 Online:2012-08-05 Published:2012-08-05

摘要: 基于数字视频应用开发平台SEED-DEC643和摄像机FCB-CX1010P,提出一种改进的运动目标检测算法。设计静态背景下单运动目标物体的检测,包括图像预处理、背景差分、阈值求取、图像二值化、图像形态学处理、运动目标物体坐标计算,利用灰度投影算法计算背景运动向量,以实现动态背景下单运动目标物体的检测。实验结果表明,该算法能较好地进行背景运动补偿,并凸显运动物体。

关键词: 运动目标检测, 静态背景, 动态背景, 背景差分, 灰度投影算法, 背景运动补偿

Abstract: Based on the digital video developing platform SEED-DEC643 and the camera FCB-CX1010P, this paper proposes an algorithm of moving target detection. It realizes the single moving target detection under the static background, including image preprocessing, background subtraction, the fetching of threshold, image binarization, morphological image processing and the calculation of the moving target coordinates. This paper utilizes the gray projection algorithm to calculate the motion vectors, then realizes motion compensation and the single moving target detection under the dynamic background. Experimental results show that this algorithm can get well background motion compensation, and highlights the moving targets.

Key words: moving target detection, static background, dynamic background, background difference, gray projection algorithm, background motion compensation

中图分类号: