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Most motion-based tracking algorithms assume that objects undergo rigid motion, which is most likely disobeyed in real world. In this paper, we present a novel motion-based tracking framework which makes no such assumptions. Object is represented by
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完整的PTZ跟踪算法,包括背景建模,运动目标提取,运动目标大小估计以及跟踪。,Complete PTZ tracking algorithm, including background modeling, moving object extraction, moving object and track size is estimated.
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处理视频跟踪系统中的图像跟踪,在一个复杂的背景下,不受背景震动和其他因素影响,效果还不错,Video tracking system deal with the image track, in a complex background, free from background vibration and other factors, the effect of good
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1. 静态背景下的背景预测法目标检测2. 静态背景下帧间差分法目标检测
3. Mean Shift目标跟踪方法4. 重心多目标跟踪方法
,1. Static background prediction in the context of target detection method 2. Static background frame difference method for target detection 3. Mean Shift Object Tracking Method 4.
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一个多目标跟踪的matlab代码,里面附有说明文档。其中背景差分法可以实现实时更新。该代码在检测与跟踪少量目标时效果很好,但是跟踪目标大于8后,效果下降很多,A multi-target tracking matlab code, which accompanied by a document. One of the background difference method can achieve real-time updates. The code detection and trackin
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人脸视频图像编码是近年来图像编码领域里的一个研究热点问题,它在通信、互联网等方面有着广泛的应用前景。人脸图像编码的研究包含很多子问题,主要的三个方面为:精确的人脸目标定位算法,实时的人脸目标跟踪算法和高效的人脸图像编码方法。本文的主要研究工作在于: 1) 提出帧间差分和背景差分相结合的人脸目标定位算法,在人脸特征选择上,主要使用形状特征,通过椭圆拟合来得到人脸的位置。 2) 采用基于Kalman滤波的运动预测方法对人脸的区域变化进行预测,以此缩小目标可能存在的区域(ROI).-Facial vi
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It is a people counter perform using opencv library and C++ language. Has also implemented background subtraction and object tracking.
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在目标检测中有关高斯背景建模方法的实现和国际上先进方法的介绍-Adaptive background mixture models for real-time tracking(高斯背景建模方法)
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通过计算机usb摄像头进行图像采集,然后实时处理,跟踪其中运动物体,并进行计数,采用中值滤波法得到背景,并根据需要进行更新,视频处理采用了动态差分与前景差分结合的方法,效果比较理想,但无法解决人物重叠的问题-Usb camera through the computer for image acquisition, and real-time processing and tracking moving objects in which, and the count median filter
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基于背景差分算法和C均值聚类算法的车辆检测与跟踪-Based on background difference algorithm and C means clustering algorithm for detecting and tracking vehicles
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基于vc++6.0+opencv的运动目标的检测与跟踪,包括一个小车视频,主要功能是在噪声、静止背景下实现运动目标的检测-Vc++6.0+ opencv-based moving target detection and tracking, including a car video, the main function is in the noise, static background detection of moving objects
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一个多目标跟踪的matlab代码,里面附有说明文档.其中背景差分法可以实现实时更新.该代码在检测与跟踪少量目标时效果很好,但是跟踪目标大于8后,效果下降很多-A multi-target tracking matlab code, which accompanied by documentation. Including real-time background subtraction method can be updated. The code in small target detecti
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视频演示算法包括:
1. 静态背景下的背景预测法目标检测
2. 静态背景下帧间差分法目标检测
3. Mean Shift目标跟踪方法
4. 重心多目标跟踪方法
该框架支持的视频只限于RGB非压缩Windows AVI格式,可以通过“文件”菜单下打开视频来打开视频文件。-Algorithm for video presentation include: 1. Static background background prediction target detection 2.
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A new approach toward target representation and localization, the central component in visual tracking
of non-rigid objects, is proposed. The feature histogram based target representations are regularized
by spatial masking with an isotropic kern
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Blob tracking with background subtraction
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Ka lman 滤波的人体运动位置跟踪算法。基于视频的人体运动跟踪是当前计算机视觉研究的热点, 具有广泛的应用领域. 文中提出
一种基于Kalman 滤波的跟踪算法. 合理使用自适应背景颜色模型, 能够准确地对人体运动位置进
行跟踪-Ka lman human filtering algorithm to track the location of sports. Video-based human motion tracking is the current research on c
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人体跟踪源代码,有运动检测和跟踪结果。其中运动检测中有背景减法,二值化,性态滤波,纵向投影,横向投影,除去影子,新纵投影-Human tracking the source code, there are motion detection and tracking results. Motion detection in which the background subtraction, binarization, and homomorphic filtering, vertical proj
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A simple background subtraction based code for human detection. requires opencv library.
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背景建模算法,适合当前最热的智能分析,如目标跟踪等算法-Background modeling algorithms, appropriate to the current hottest intelligent analysis, such as target tracking algorithm
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people tracking after performing background subtraction and find the centroid of the blobs use for video suvelliance
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