电子、通信与自动控制

基于光照辐射模型的光流场估计

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  • 1.华南理工大学 电子与信息学院,广东 广州 510640;2.华南农业大学 理学院,广东 广州 510642;3.华南理工大学 信息网络工程研究中心,广东 广州 510640
廖彬(1980-),女,博士生,讲师,主要从事运动检测、数字视频分析研究

收稿日期: 2010-09-17

  修回日期: 2010-11-29

  网络出版日期: 2011-04-01

基金资助

国家自然科学基金重点项目(U0735004);国家科技支撑计划项目(2008BAH37B08)

Optical Flow Field Estimation Based on Illumination Radiation Model

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  • 1.School of Automation Science and Engineering,South China University of Technology,Guangzhou 510640,Guangdong,China;2.Department of Electronic Science,Huizhou University,Huizhou 516007,Guangdong,China
廖彬(1980-),女,博士生,讲师,主要从事运动检测、数字视频分析研究

Received date: 2010-09-17

  Revised date: 2010-11-29

  Online published: 2011-04-01

Supported by

国家自然科学基金重点项目(U0735004);国家科技支撑计划项目(2008BAH37B08)

摘要

为完成多种环境下针对不同物体的运动检测,提出了基于光照辐射的光流场模型。首先,经由通用动态图像模型在克利福德代数域上的分析,解释并修正了通用模型的参数;然后,利用克利福德代数域上的推导结果与后期实验数据,结合运动视觉产生原理与光照辐射理论,提出了基于光照辐射的光流场模型,并利用梯度场提高其准确性;最后,对此模型给出总变分法。对比实验结果显示,文中提出的模型具通用性,并能在不同光照条件下获得准确且连续一致的光流场。

本文引用格式

廖彬 杜明辉 胡金龙 . 基于光照辐射模型的光流场估计[J]. 华南理工大学学报(自然科学版), 2011 , 39(5) : 44 -48,54 . DOI: 10.3969/j.issn.1000-565X.2011.05.008

Abstract

Proposed in this paper is an illumination radiation-based optical flow field model for the motion detectionof various objects in different environments. In the investigation,first,the parameters of the general dynamic imagemodel are explained and amended in the Clifford algebra region. Then,according to the results deduced in the Cliffordalgebra region and obtained from experiments,a new optical flow field model is proposed based on the principleof movement vision-generating principle and the illumination radiation theory,to which a gradient field is appliedfor the purpose of improving the accuracy. Finally,a total variation algorithm is presented for the proposed model. Experimental results show that the proposed model can achieve accurate,continuous and consistent optical flowfields for the purpose of being generally used in different illumination conditions.

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