钢琴家的手和手指的检测和跟踪

D. Gorodnichy, A. Yogeswaran
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引用次数: 50

摘要

目前的MIDI录制和传输技术允许教师远程(或离线)教授钢琴演奏:教师在一个地方弹奏MIDI键盘,学生在另一个地方观察另一个MIDI键盘上弹奏的钢琴键。这项技术不允许看到钢琴琴键是如何弹奏的,即:哪只手和哪根手指是用来弹奏琴键的。在本文中,我们提出了一个视频识别工具,使提供这些信息成为可能。摄像机安装在钢琴键盘上,然后使用视频识别技术来校准带有MIDI声音的钢琴图像,然后检测和跟踪钢琴家的手,然后对弹钢琴的手指进行注释。然后,获得的钢琴演奏视频注释的结果可以显示在计算机屏幕上,供钢琴老师或学生进一步阅读。
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Detection and tracking of pianist hands and fingers
Current MIDI recording and transmitting technology allows teachers to teach piano playing remotely (or off-line): a teacher plays a MIDI-keyboard at one place and a student observes the played piano keys on another MIDI-keyboard at another place. What this technology does not allow is to see how the piano keys are played, namely: which hand and finger was used to play a key. In this paper we present a video recognition tool that makes it possible to provide this information. A video-camera is mounted on top of the piano keyboard and video recognition techniques are then used to calibrate piano image with MIDI sound, then to detect and track pianist hands and then to annotate the fingers that play the piano. The result of the obtained video annotation of piano playing can then be shown on a computer screen for further perusal by a piano teacher or a student.
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