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Design of gesture recognition system for dynamic user interface

机译:动态用户界面的手势识别系统设计

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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角色不断升级,人机交互已逐渐变得越来越重要。人们普遍认为,随着计算速度,通信技术和显示技术的进步,现有的HCI技术可能会成为有效利用现有信息流的制约因素。用户界面的发展影响人机交互(HCI)的变化。人的手势已被广泛地用于非语言交互的方式。手势交流的词汇有很多变化。它的范围很广,从简单的动作到用手指指着手指,再到动手移动物体以表达更复杂的表情并与他人交流。考虑到解释和示例高度依赖手势,手势在教学中也起着重要作用。手势的自然性和直观性一直是人机交互领域研究人员投入巨大动力的方面,他们致力于研究和开发涉及人机交互的更有前途的手段。人机交互研究的目标是通过中心教条来推动的,该教条是删除复杂而繁琐的交互设备,并用更明显,更具表现力的交互方式来代替它们,这些方式很容易给用户带来最少的认知负担(例如手势)。本文设计了一个简单自然的系统,用于用户和计算机之间的手势交互,以提供动态的用户界面。手势识别系统使用图像处理技术对手势进行检测,分割,跟踪和识别,以将其转换为有意义的命令。已经提出,设计和开发了这种手势识别系统,其意图是使其成为鼠标的替代品,同时在人机之间建立动态用户界面。因此,我们没有努力开发新的手势词汇,而是将鼠标的控制指令集与大多数辨别手势的子集进行了匹配,从而获得了可靠的界面。此处提出的界面可以基本上应用于不同的应用程序,例如图像浏览器,游戏等。

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