A Robust Blob Recognition and Tracking Method in Vision-Based Multi-touch Technique

Feng Wang, Xiangshi Ren, Z. Liu
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引用次数: 43

Abstract

The fundamental technique of vision-based multi-touch technique is the high performance image processing. In this paper, two algorithms are presented to resolve the problems of blob recognition and tracking. Image contour transformation algorithm is adopted to analyze the existence of finger contact area and Minimum Distance First (MDF) algorithm is designed to identify and track the corresponding blob in two sequential images. The result shows that the performance of two algorithms fully meets the requirement of real time multi-touch system.
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基于视觉多点触控技术的鲁棒斑点识别与跟踪方法
基于视觉的多点触摸技术的基础技术是高性能的图像处理技术。本文提出了两种算法来解决斑点识别和跟踪问题。采用图像轮廓变换算法分析手指接触区域的存在性,设计最小距离优先(Minimum Distance First, MDF)算法对两幅序列图像中对应的斑点进行识别和跟踪。结果表明,两种算法的性能完全满足实时多点触摸系统的要求。
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