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Infrared target tracking with Adaptive Bandwidth Mean Shift

机译：自适应带宽均值偏移的红外目标跟踪

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摘要

Tracking objects in image sequence using Mean Shift algorithm has attracted considerable attention.In the paper,an improved Mean Shift tracking algorithm for infrared target of dynamic scale is proposed.In order to reduce the localization errors of infrared targets tracking and suppress the background interference,the proposed method computes the weighted coefficients of the background pixels around the target and represents the model and the candidate in terms of background weighted histogram and color histogram,respectively.

机译：利用均值漂移算法跟踪图像序列中的物体引起了广泛的关注。本文提出了一种改进的动态尺度红外目标均值漂移跟踪算法。为减少红外目标跟踪的定位误差并抑制背景干扰，该方法计算目标周围背景像素的加权系数，分别以背景加权直方图和颜色直方图分别表示模型和候选对象。

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来源
《Chinese Control Conference》||4656-4660|共5页
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作者
LI Jiancheng; LIU Xingmiao; XUE Fulai; LI Jing; LI Hongjun;
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原文格式 PDF
正文语种
中图分类自动控制、自动控制系统;
关键词
IR target tracking; Mean Shift; Adaptive bandwidth; Background weighted;

机译：红外目标跟踪;平均移动自适应带宽背景加权;

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专利

1. A Novel Approach Coloured Object Tracker with Adaptive Model and Bandwidth Using Mean Shift Algorithm [J] . S.A.Mohammadi, M.R. Mahzoun Signal & Image Processing : An International Journal (SIPIJ) . 2012,第3期

机译：均值漂移算法的自适应模型和带宽自适应彩色目标跟踪器
2. A Novel Approach Coloured Object Tracker with Adaptive Model and Bandwidth Using Mean Shift Algorithm [J] . S.A.Mohammadi, M.R. Mahzoun Signal & Image Processing : An International Journal (SIPIJ) . 2012,第3期

机译：均值漂移算法的自适应模型和带宽自适应彩色目标跟踪器
3. RIGID OBJECT TRACKING USING MEAN-SHIFT WITH ADAPTIVE KERNEL BANDWIDTH SELECTION [J] . JIEXIN PU, NINGSONG PENG, XINHAN HUANG International Journal of Information Acquisition . 2006,第2期

机译：使用均值漂移和自适应核带宽选择的刚性对象跟踪
4. Infrared target tracking with adaptive bandwidth Mean Shift [C] . Li Jiancheng, Liu Xingmiao, Xue Fulai, Chinese Control Conference . 2013

机译：自适应带宽均值漂移的红外目标跟踪
5. Modeling and simulation of adaptive multimodal optical sensors for target tracking in the visible to near infrared. [D] . Presnar, Michael D. 2010

机译：自适应多峰光学传感器的建模和仿真，用于在可见光到近红外中进行目标跟踪。
6. Small Infrared Target Detection by Region-Adaptive Clutter Rejection for Sea-Based Infrared Search and Track [O] . Sungho Kim, Joohyoung Lee 2014

机译：基于区域自适应杂波抑制的海基红外搜索与跟踪小红外目标检测
7. A Novel Approach Coloured Object Tracker with Adaptive Model and Bandwidth Using Mean Shift Algorithm [O] . S A Mohammadi 2012

机译：一种基于自适应模型和maTLaB的有色物体跟踪器方法使用mean shift算法的带宽

Infrared target tracking with Adaptive Bandwidth Mean Shift

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