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卡尔曼滤波器是一个“optimal recursive data processing algorithm(最优化自回归数据处理算法)”。对于解决很大部分的问题,他是最优,效率最高甚至是最有用的。他的广泛应用已经超过30年,包括机器人导航,控制,传感器数据融合甚至在军事方面的雷达系统以及导弹追踪等等。近年来更被应用于计算机图像处理,例如头脸识别,图像分割,图像边缘检测等等。,Kalman filter is an " optimal recursive data processing
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基于当前统计模型的目标跟踪算法,就用卡尔曼滤波器,目标跟踪和数据整合类的同志可下,Based on current statistical model of the target tracking algorithm using Kalman filter, target tracking and data integration can be under the category of Comrade
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对人体的图像序列进行unscented kalman filter 追踪,参考最经典的UKF算法编写,是学习UKF算法的比较入门的程序,Image sequences on the human body, unscented kalman filter for tracking, the most classical reference to the preparation of the UKF algorithm is a learning algorithm UKF procedure en
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卡尔曼滤波在目标跟踪中应用仿真研究
源代码,Kalman Filter in Target Tracking Application Simulation source code
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标准的卡尔曼滤波程序,使用matlab实现,程序中通过一个简单的模拟,说明了卡尔曼滤波器的跟踪滤波原理。-The standard Kalman filtering process, using matlab implementation, the program through a simple simulation illustrates the principle of Kalman filter tracking filter.
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MATLAB的基于卡尔曼滤波器的机动目标跟踪-MATLAB Kalman filter-based tracking of maneuvering targets
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采用多假设检验法实现多目标跟踪,建立了多目标跟踪/视频监控平台,结合卡尔曼滤波预测目标轨迹。用户可以自己修改相关代码。-This code complete multiple object tracking/multiple target tracking/multi target tracking/multi object tracking using multiple hypothesis test/multi hypothesis test, builds up a visual surv
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Nonstationary Channel Estimation
using a Kalman Tracking Filter
卡尔曼滤波算法的一个一个用,可用作 efk学习之用-Nonstationary Channel Estimation using a Kalman Tracking Filter Kalman filter algorithm one by one, and can be used as a learning efk
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Kalman滤波器在单运动目标自动跟踪中的应用,相当经典,希望对大家有所帮助。-Kalman filter in a single moving object automatic tracking of applications, very classic, I hope to help all of you.
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卡尔曼滤波是现代数字信号处理经典算法,本程序应用matlab语言实现利用卡尔曼滤波器跟踪机动目标。-Kalman filtering is a classic of modern digital signal processing algorithms, the application of this procedure using matlab language maneuvering target tracking Kalman filter.
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用卡尔曼滤波实现小球的跟踪,编程环境为Matlab,完整代码可直接运行-Kalman filter tracking of small ball, the programming environment of Matlab, the complete code can be directly run
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程序可以实现三维目标的跟踪监控,利用的是扩展卡尔曼滤波器EKF算法-Program can achieve the three-dimensional target tracking control, the use of the extended Kalman filter EKF algorithm
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In this implementation of tracking a ball, we will track a live ball using Kalman filter. The tracking will switch to autorun mode when the sight of the ball is lost and Kalman will estimate the motion based on it s previous states
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用matlab编写的GPS卡尔曼滤波跟踪算法,可用于GPS导航里目标跟踪估计等,非常好用!-Prepared using matlab GPS Kalman filter tracking algorithm can be used for GPS navigation in target tracking estimation, very easy to use!
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用MATLAB编写的单目标跟踪算法程序,采用了递归式算法,包括极大似然然估计,卡尔曼滤波,扩展卡尔曼滤波和无迹卡尔曼滤波,带有注释,易于理解。-Written with the MATLAB program single-target tracking algorithm, using recursive algorithms, including maximum likelihood estimation, Kalman filtering, extended Kalman filter an
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对室内的行人定位跟踪算法进行研究:包括基于RSS的KNN室内定位算法、基于RSS的卡尔曼滤波算法、融合RSS和DR的粒子滤波算法
等。-indoor pedestrian position tracking algorithm is studied, such as the KNN localization algorithm based on the RSS, the kalman filter algorithe based on the RSSthe particle filter a
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一个KLMAN滤波的matlab程序,仿真了车辆行驶的跟踪过程-A KLMAN filter matlab program, the simulation process of tracking a moving vehicle
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TDOAAOA定位的扩展卡尔曼滤波定位跟踪算法Matlab源码-TDOAAOA positioning location and tracking extended Kalman filter algorithm for Matlab source code
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提取图像中一个简单线性物体的特征并用卡尔曼滤波跟踪-Extracted image features of a simple linear objects and use Kalman filter tracking
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卡尔曼滤波的一个视频跟踪程序,简单实用,希望能帮助大家-Kalman filter tracking of a video program, simple and practical, hoping to help people
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