New Particle Filter Based Algorithm for Image Tracking

机译：基于粒子滤波的图像跟踪算法

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摘要

We have developed a novel algorithm for tracking an object, such as the UAVs, in a sequence of images. The development of such an algorithm is motivated by the idea behind the particle filter and the concept of feedback from control theory. We will thus temporarily refer to this algorithm as a particle filter with feedback (PFF) algorithm for image tracking. We will briefly describe our algorithm and compare its performance with some existing algorithms. This comparison indicates that the proposed tracking algorithm drastically outperforms the existing methods both in terms of tracking accuracy, robustness and tracking speed.

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作者
Liu, X.; Lin, Z.; Acton, S.;
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年度 2008
页码 p.1-12
总页数 12
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Tracking ; Control theory ; Image processing ; Mathematical filters ; Algorithms;

机译：跟踪;控制理论;图像处理;数学滤波器;算法;

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3. Visible light positioning system based on CMOS image sensor using particle filter tracking and detecting algorithm [J] . Wu Yuxiang, Guan Weipeng, Zhang Xinjie, Optics Communications: A Journal Devoted to the Rapid Publication of Short Contributions in the Field of Optics and Interaction of Light with Matter . 2019,第期

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4. Study on color image tracking and detection algorithms based on particle filter [C] . Wu Chuan, Sun Hai-jiang, Yang Dong International symposium on photoelectronic detection and imaging;ISPDI 2009 . 2009

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5. Video tracking based on particle filters: Particle allocation, graphical models & performance evaluation. [D] . Pan, Pan. 2009

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6. Detection and Tracking of a Moving Target Using SAR Images with the Particle Filter-Based Track-Before-Detect Algorithm [O] . Han Gao, *, Jingwen Li 2014

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7. Detection and Tracking of a Moving Target Using SAR Images with the Particle Filter-Based Track-Before-Detect Algorithm [O] . Han Gao, Jingwen Li 2014

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New Particle Filter Based Algorithm for Image Tracking

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