Description: We propose a novel approach for head tracking, which combines particle filters with Isomap. The particle filter works on the low-dimensional embedding of training images. It indexes into the Isomap with its state variables to find the closest template for each particle. The most weighted particle approximates the location of head. We develop a synthetic video sequence to test our technique. The results we get show that the tracker tracks the head which changes position, poses and lighting conditions. -We propose a novel approach for head tracking, which combines particle filters with Isomap. The particle filter works on the low-dimensional embedding of training images. It indexes into the Isomap with its state variables to find the closest template for each particle. The most weighted particle approximates the location of head. We develop a synthetic video sequence to test our technique. The results we get show that the tracker tracks the head which changes position, poses and lighting conditions. Platform: |
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Author:阳关 |
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Description: 粒子滤波实现图像序列中的运动目标检测，跟踪matlab程序，有注释，有图像序列-Particle filter realization of the image sequence in the moving target detection, tracking matlab codes, there are notes, contains image sequence Platform: |
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Author:zhangfei |
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Search - tracking in sequence image particle filter