Visual Target Tracking Based on Multiple Cues and Particle Filter

机译：基于多线索和粒子滤波的视觉目标跟踪

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The problem of target tracking in video sequences is addressed in this paper. The framework we choose is particle filter which can deal with non-linearon-Gaussian models effectively. A particle filter can create several hypotheses in state space by rand

机译：本文解决了视频序列中的目标跟踪问题。我们选择的框架是粒子滤波器，它可以有效地处理非线性/非高斯模型。粒子过滤器可以通过兰德在状态空间中创建多个假设

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来源
《Robotics and Biomimetics, 2006 IEEE International Conference on; Kunming,China》||P.1483-1487|共5页
会议地点 KunmingChina
作者
Guixi Liu; Chunyu Fan; Enke Gao;
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原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
image colour analysis; image sequences; particle filtering (numerical methods); target tracking; video signal processing; color distribution; multiple cues; nonGaussian models; nonlinear models; particle filter; video sequences; visual target tracking; imformation f;

机译：图像颜色分析;图像序列;粒子滤波（数值方法）;目标跟踪;视频信号处理;颜色分布;多种线索;非高斯模型;非线性模型;粒子滤波;视频序列;视觉目标跟踪;信息f;

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专利

1. Visual tracking based on adaptive interacting multiple model particle filter by fusing multiples cues [J] . Dhassi Younes, Aarab Abdellah Multimedia Tools and Applications . 2018,第20期

机译：融合多重线索的自适应交互多模型粒子滤波视觉跟踪
2. Robust visual tracking based on interactive multiple model particle filter by integrating multiple cues [J] . Jianfang Dou, Jianxun Li Neurocomputing . 2014,第jula5期

机译：通过集成多个线索，基于交互式多模型粒子滤波器的鲁棒视觉跟踪
3. A particle filtering and DSmT based approach for conflict resolving in case of target tracking with multiple cues [J] . Sun Y., Bentabet L. Journal of mathematical imaging and vision . 2010,第2期

机译：在具有多个线索的目标跟踪情况下，一种基于粒子滤波和DSmT的冲突解决方法
4. Visual Target Tracking Based on Multiple Cues and Particle Filter [C] . Liu, Guixi, Fan, . 2006

机译：基于多线索和粒子滤波的视觉目标跟踪
5. Particle Swarm Optimization Based Particle Filter Techniques for Target Tracking in Multistatic UWB Radar Sensor Network [D] . Amin, Muhammad Mujahid. 2014

机译：基于粒子群优化的粒子滤波技术在多基地超宽带雷达传感器网络中的目标跟踪
6. An Improved Interacting Multiple Model Filtering Algorithm Based on the Cubature Kalman Filter for Maneuvering Target Tracking [O] . Wei Zhu, Wei Wang, Gannan Yuan 2016

机译：基于Cubature卡尔曼滤波的机动目标跟踪的交互式多模型滤波改进算法。
7. Tracking of point targets in IR image sequence using multiple model based particle filtering and MRF based data association [O] . ZAVERI MA, MERCHANT SN, DESAI UB 2004

机译：使用基于多个模型的粒子滤波和基于MRF的数据关联来跟踪IR图像序列中的点目标
8. Multiple Model Particle Filtering For Multi-Target Tracking [R] . Hero, A. , Kreucher, C. , Kastella, K. 2004

机译：多目标跟踪的多模型粒子滤波

Visual Target Tracking Based on Multiple Cues and Particle Filter

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