Multi-Target Tracking Using a Vision Chip and its Applications to Real-Time Visual Measurement
Multi-Target Tracking Using a Vision Chip and its Applications to Real-Time Visual Measurement
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DOI：
10.20965/jrm.2005.p0121
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发表时间：
2005-04-01
影响因子：
1.1
通讯作者：
Ishikawa, Masatoshi
中科院分区：
文献类型：
--
作者：
Watanabe, Yoshihiro;Komuro, Takashi;Ishikawa, Masatoshi
高帧频的实时图像处理在各种视觉测量中发挥着重要作用。这样的图像处理可以通过使用以高帧速率成像并具有以高速处理的适当算法的高速视觉系统来实现。介绍了一种用于高速视觉的视觉芯片，并利用其独特的功能提出了一种多目标跟踪算法。我们描述了两个视觉测量应用，目标计数和旋转测量。这两种测量都能实现出色的测量精度和高灵活性，因为可以实现高帧率的视觉观察。实验结果表明，与传统的视觉系统相比，视觉芯片的优势。
Real-time image processing at high frame rates could play an important role in various visual measurement. Such image processing can be realized by using a high-speed vision system imaging at high frame rates and having appropriate algorithms processed at high speed. We introduce a vision chip for high-speed vision and propose a multi-target tracking algorithm for the vision chip utilizing the unique features. We describe two visual measurement applications, target counting and rotation measurement. Both measurements enable excellent measurement precision and high flexibility because of high-frame-rate visual observation achievable. Experimental results show the advantages of vision chips compared with conventional visual systems.