Particle Filter Based on Color Feature with Contour Information Adaptively Integrated for Object Tracking

Bing Pu, F. Zhou, X. Bai
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引用次数: 9

Abstract

particle filter is a probabilistic multi-hypothesis algorithm under the Bayesian framework. In order to establish a robust observing model, in this paper, a novel method which uses a more effective color feature with contour information integrated adaptively is proposed. Experimental results verified that, our approach was efficient.
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基于颜色特征和轮廓信息自适应融合的粒子滤波用于目标跟踪
粒子滤波是贝叶斯框架下的一种概率多假设算法。为了建立稳健的观测模型,本文提出了一种利用更有效的颜色特征自适应集成轮廓信息的方法。实验结果验证了该方法的有效性。
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