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Knowledge of the process noise covariance matrix
is essential for the application of Kalman filtering. However,
it is usually a difficult task to obtain an explicit expression of
for large time varying systems. This paper looks at an adaptive
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针对视频监控系统中运动目标的检测与跟踪技术研究,本文比较运动目标检测的各种方法,采用背景差法来对运动目标进行检测,并阈值化和二值化检测出运动目标区域,能达到很好的检测效果。同时,利用卡尔曼滤波器对检测出来的运动目标进行预测和跟踪,实验验证跟踪效果较好。
-To solve the moving target detection and tracking in video monitoring system,in this paper,the various methods of moving
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学位论文；运动物体跟踪方法主要包括卡尔曼滤波，Mean-shift，Camshifi算法，粒子滤波器，Snake模型等；应用卡尔曼滤波方法设计了一套煤矿矿工出入自动监测系统；提出了一种新的基于高斯混合模型的颜色特征提取方法，该方法克服了现有的Camshift算法Continuousl y Adaptive eanshift中跟踪目标特征提取精确度低和计算复杂度高的缺陷-Dissertation moving object tracking methods include Kalman filt
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雷达机动目标跟踪滤波算法的研究 希望对大家有用-Radar Maneuvering Target Tracking Filter Algorithm everyone wishes to be useful
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Kalman Filter. Includes demo for 2D tracking.
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A paper on A Kalman Filter Based Visual Tracking Algorithm for an Object Moving in 3D
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Simulate GPS tracking Object 2D and smooth its obits by Kalman filter.
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基于粒子滤波器的机动目标跟踪技术
首先 ， 概 要介绍传统的Kalman滤波器，以及有所改进的扩展Kalman滤波器。
其次，为了能更好地解决在动态模型为非线性且噪声为非高斯的条件下对机动目标的
跟踪问题，通过概率统计理论详细阐述粒子滤波器基本原理。然后，针对不同的使用
条件，根据粒子滤波器的基本理论做出适当的修改和整理，就得到了四个相关的粒子
滤波器的变型，使用州以JLAB把它们对机动目标的跟踪性能作了详细地计算机模拟
仿真且用均方根误差更加精确地进行了比较。最后，把粒
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This paper presents a method that combines
colour and motion information to track pedestrians in video sequences captured by a fixed camera. Pedestrians are firstly
detected using the human detector proposed by Dalal and Triggs which involves com
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一种基于Kalman滤波的视频对象跟踪方法
一种视频对象提取与跟踪的新方法-A Kalman filter-based video object tracking method for a video object extraction and tracking method
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关于Kalman滤波的跟踪 相关文章 单目标和多目标-Single objective and multi-goal of the Kalman filter to track articles
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extracting background Bit-layer-A method of achieving background is presented
which detect the moving object with statistics from complex
scene. Compared with other methods of achieving image
background, this approach can achieve and update
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tracking multiple objects using kalman filter
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This paper presents a simple and robust speed control scheme of Permanent Magnet Synchronous Motor (PMSM). It is to achieve
accurate control performance in the presence of load torque and plant parameter variation. A Kalman filter is used to estim
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利用C++实现矩阵运算和卡尔曼滤波目标跟踪算法-The use of C++ implementation matrix and Kalman filter tracking algorithm
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假设一物体围绕一圆周运动，角加速度是白噪声，观测噪声也是零均值的白噪声。编程使用卡尔曼滤波器实现运动物体的跟踪。-Suppose an object around a circular motion, the angular acceleration is white noise, measurement noise is zero mean white noise. Programming using a Kalman filter to achieve tracking moving obj
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kalman filter documents for tracking
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机动目标跟踪中常用的一种跟踪模型—当前统计模型。另外附上一些儿文档及卡尔曼滤波的代码-Maneuvering target tracking commonly used as a tracking model- current statistical model. Some children attach additional documents and Kalman filter code
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Target tracking in wireless sensor networks using kalman filter
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卡尔曼滤波原理及应用—MATLAB仿真主要介绍数字信号处理中的卡尔曼（Kalman）滤波算法及在相关领域应用。全书共7章。第1章为绪论。第2章介绍MATLAB算法仿真的编程基础。第3章介绍线性Kalman滤波。第4章讨论扩展Kalman滤波，并介绍其在目标跟踪和制导领域的应用和算法仿真。第5章介绍UKF滤波算法，同时也给出其应用领域内的算法仿真实例。第6章介绍了交互多模型Kalman滤波算法。第7章介绍Simulink环境下，如何通过模块库和S函数构建Kalman滤波器，并给出了系统是线性和非线
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