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Design of gesture recognition system for dynamic user interface

机译:动态用户界面手势识别系统的设计

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With the escalating role of computers in educational system, human computer interaction, is becoming gradually more important part of it. The general believe is that with the progress in computing speed, communication technologies, and display techniques the existing HCI techniques may become a constraint in the effectual utilization of the existing information flow. The development of user interfaces influences the changes in the Human-Computer Interaction (HCI). Human hand gestures have been a mode of non verbal interaction widely used. The vocabulary of hand gesture communication has many variations. It ranges from simple action of using our finger to point at and using hands to move objects around for more complex expressions for the feelings and communicating with others. Also the hand gestures play a prominent role in teaching considering the explanations and exemplifications being highly dependent on hand gestures. Naturalistic and intuitiveness of the hand gesture has been an immense motivating aspect for the researchers in the field of Human Computer Interaction to put their efforts to research and develop the more promising means of interaction involving human and computers. The pursuance for the Human Computer Interaction research is moved by the central dogma of removing the complex and cumbersome interaction devices and replacing them with more obvious and expressive means of interaction which easily comes to the users with least cognitive burden like hand gestures. This paper designs a simple, natural system for gestural interaction between the user and computer for providing a dynamic user interface. The gesture recognition system uses image processing techniques for detection, segmentation, tracking and recognition of hand gestures for converting it to a meaningful command. This hand gesture recognition system has been proposed, designed and developed with the intensions to make it a substitute for mouse while making dynamic user interface between h- man and machine. Hence instead of making effort to develop a new vocabulary of hand gesture we have matched control instruction set of mouse to subset of most discriminating hand gestures, so that we get a robust interface. The interface being proposed here can be substantially applied towards different applications like image browser, games etc.
机译:随着计算机在教育系统中的升级,人类计算机互动,正在变得逐渐成为其中的重要组成部分。一般认为,随着计算速度,通信技术和显示技术的进展,现有的HCI技术可能成为现有信息流的有效利用的约束。用户界面的开发会影响人机交互(HCI)的变化。人类手势是广泛使用的非言语相互作用的模式。手势通信的词汇具有许多变化。它从使用手指指向并用手移动对象的简单动作范围,以便为更复杂的表达式移动和与他人沟通。手势也在考虑说明和示例高度依赖于手势的情况下发挥着突出的作用。手势的自然主义和直观是人力计算机互动领域的巨大激励方面,以使他们的努力研究和发展涉及人类和计算机的互动更有希望的互动手段。人类计算机交互研究的追求是由去除复杂和繁琐的交互装置的中央教条动,并用更明显的互动手段替换它们,这很容易带到手势的认知负担。本文设计了一个简单的自然系统,用于用户和计算机之间的手势交互,用于提供动态用户界面。手势识别系统使用图像处理技术进行用于将其转换为有意义命令的手势的检测,分割,跟踪和识别。这种手势识别系统已经提出,设计和开发的,该强度使其成为鼠标的替代,同时在H- MAN和机器之间制作动态用户界面。因此,不要努力开发一个新的手势词汇,而不是我们将鼠标匹配的鼠标匹配到最辨别的手势的子集中,因此我们得到了强大的界面。这里提出的界面可以基本上应用于图像浏览器,游戏等的不同应用程序。

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