GestureCam:用于手势识别和手势控制网络导航的智能摄像头

Yu Shi, R. Taib, Serge Lichman
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引用次数: 26

摘要

智能相机是一种嵌入式视觉系统,它可以实时捕获和处理图像以提取特定应用的信息。智能摄像机用于自动控制系统、机器视觉系统、自动视频监控系统和人机接口等许多应用中。智能相机之所以“智能”,是因为相机内部有一个特殊的处理单元,它可以执行特定应用的信息处理,例如,用于监视目的的肤色检测和运动检测。作为嵌入式系统的智能摄像机的设计具有挑战性,一方面因为视频处理对性能和功率的要求是无法满足的,另一方面嵌入式系统对设计有相当大的限制。我们展示了我们正在进行的工作,以建立GestureCam,一个基于fpga的智能相机,可以识别简单的预先定义的头部和手部手势。作为GestureCam的一个应用,我们设计了一个GestureBrowser,它是Mozilla Firefox浏览器的一个扩展,它使用GestureCam捕获和识别用户的头部和手势命令来控制Web导航。GestureBrowser的想法是向下一代自然人机交互又迈进了一步。此外,本文还展示了一个使用网络摄像头作为图像捕捉设备的GestureBrowser概念验证
本文章由计算机程序翻译,如有差异,请以英文原文为准。
GestureCam: A Smart Camera for Gesture Recognition and Gesture-Controlled Web Navigation
Smart camera, or an intelligent camera, is an embedded vision system which captures and processes image to extract application-specific information in real time. Smart cameras are used in many applications such as automatic control systems, machine vision systems, automatic video surveillance systems and human computer interfaces. What makes a smart camera 'smart' is a special processing unit inside the camera which performs application specific information processing, for example, skin color detection and motion detection for surveillance purpose. The design of smart camera as an embedded system is challenging because on one hand video processing has insatiable demand for performance and power, and on the other hand embedded systems place considerable constraints on the design. We present our work in progress to build GestureCam, an FPGA-based smart camera that can recognize simple pre-defined head and hand gestures. As an application of the GestureCam, we present the design of a GestureBrowser, an extension to the Mozilla Firefox browser which uses the GestureCam to capture and recognize a user's head and hand gesture commands to control Web navigation. The GestureBrowser idea is a step further toward next generation natural human computer interaction. Also presented is a proof of concept work for the GestureBrowser idea, using a Webcam as image capture device
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