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Facial motion recognition using camera application for movement of mouse (I-sight mouse)

机译:使用相机应用程序进行面部运动识别以移动鼠标(I-sight鼠标)

摘要

i-Sight Mouse is developed to help detect and track facial movement to able toudcontrol mouse application by using machine vision which is webcam. Existing systemudhas been used and still got a lot of work for improvement so that's why i-Sight Mouse isuddeveloped. It is used for people with disabilities that are no hands and need to interactudwith computer just using the movement of head and facial part. Using ExtremeudProgramming for the software development model helped a lot in develops the system.udExtreme Programming (XP) is a software engineering methodology, which is intendedudto improve software quality and responsiveness to changing customer requirements. Asuda type of agile software development, it advocates frequent "releases" in shortuddevelopment cycles (timeboxing), which is intended to improve productivity andudintroduce checkpoints where new customer requirements can be adopted. There are 2udmodules in this system which is face recognition and face tracking. By implementingudimage-processing techniques the system is able to do the face recognition process andudface tracking process. Face recognition is a module to capture video frame,udenhancement the image and do extraction so that it can be verify either it is a face ofudhuman or not Face tracking is-based on predicting the place of the feature in the currentudframe based on its location in previous ones; template matching and some heuristics areudapplied to locate the feature's new coordinates. By tracking the eyes the system able toudoperate right clicks and mouse click operation as user blinking their right eye and leftudeye. The nose tip is tracked to use its movement and coordinates as the movement andudcoordinates of the mouse pointer.
机译:i-Sight鼠标的开发旨在通过使用网络摄像头机器视觉来帮助检测和跟踪面部运动,从而能够控制鼠标应用程序。现有的系统已被使用,并且仍需大量改进工作,因此这就是开发i-Sight鼠标的原因。它用于没有手的残疾人,只需要通过头部和面部的移动即可与计算机进行交互。将Extreme udProgramming用于软件开发模型对开发系统有很大帮助。 udExtreme Programming(XP)是一种软件工程方法,旨在 ud改善软件质量和对不断变化的客户需求的响应能力。作为敏捷软件开发的类型,它提倡在较短的开发周期(时间装箱)中频繁发布“版本”,目的是提高生产率并介绍可以采用新客户要求的检查点。该系统中有2个 udmodules,即面部识别和面部跟踪。通过实施 udimage处理技术,系统可以执行面部识别过程和 udface跟踪过程。人脸识别是捕获视频帧,增强图像并进行提取的模块,以便可以验证它是人脸还是人脸。人脸跟踪是基于预测特征在当前人脸中的位置根据其在先前位置的位置; udapply模板匹配和一些试探法来查找特征的新坐标。通过跟踪眼睛,系统可以在用户眨动右眼和左眼 udeye时 upperup右击和鼠标单击操作。跟踪鼻尖以将其移动和坐标用作鼠标指针的移动和 u坐标。

著录项

  • 作者

    Hasrul Reeza Mustaffa;

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  • 年度 2010
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