使用颜色检测和形状识别的实时手指计数和虚拟绘图

G. Narejo, Shahyan Pervez Bharucha
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引用次数: 1

摘要

在本文中,我们提供了一种廉价的方法来计数张开的手指和虚拟绘图的实时使用颜色检测和形状检测算法。这些算法不需要训练和数据库。我们的手指计数方法通过对实时捕获的图像进行颜色检测和形状识别操作,检测手指内侧具有指定颜色的圆形标记,然后对可见标记进行计数。该计数可以进一步用作使用通信方法的其他媒介的输入。不同的方案也定义使用颜色和手的组合,用于产生所需的输出信号。所设计的虚拟绘图方法利用颜色检测和形状识别对手写笔或手指上的圆形特定彩色标记进行检测。标记标记的位置,然后使用前几帧中标记的点绘制,从而使图案跟踪标记的运动。这两个应用程序的开发都是使用Matlab作为开发环境,使用普通的A4-Tech网络摄像头,并在带有英特尔®酷睿™2双核处理器的戴尔latitude D630笔记本电脑上运行,Ram 2.00GB。
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Real time finger counting and virtual drawing using color detection and shape recognition
In this paper we have provided a cheap method for counting open fingers and virtual drawing in real time using color detection and shape detection algorithms. These algorithms don't require training and database. Our method for finger counting detects the circular markers having a specified color visible on the inner side of the fingers by using color detection and shape recognition operations on the real time captured image and then counts the markers visible. The count can be further used as an input for other medium using communication methods. Different schemes are also defined using the combination of colors and hands used to generate desired output signals. The method devised for virtual drawing detects the circular specific colored marker on a stylus or finger using color detection and shape recognition. The position of the marker is marked and then plotted using the points marked in the previous frames which results in the pattern tracking the marker's movement. The development of both applications is done using Matlab as the developing environment using a normal A4-Tech webcam and run on Dell latitude D630 laptop with Intel® Core™2 Duo processor, Ram 2.00GB.
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