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On-Chip Body Posture Detection for Medical Care Applications Using Low-Cost CMOS Cameras

机译:使用低成本CmOs相机进行医疗保健应用的片上体位检测

摘要

A low-complexity algorithm for the computation of the geometrical moments of binary images has been developed and implemented on the limited CPU and RAM resources available in current low-cost on-chip CMOS cameras. This moment-based approach can be used to find the position and orientation of objects in the image plane, which has a wide range of applications from networked embedded robotics to the medical care field. In medical care applications it is envisioned that camera systems with on-chip processing algorithms, such as the one described in this paper, can be used to determine the posture of a human body, e.g. standing or lying down. By processing only binary images on the camera chip and then transmitting numbers related to the geometrical moments, security and privacy concerns can be taken care using simple procedures. It is expected that this type of camera systems will work in conjunction with a wireless body area network (WBAN) that measures vital signs. The final goal is to provide cost effective and timely information to the medical personnel responsible for the care of the patients.
机译:已经开发出了一种用于计算二进制图像的几何矩的低复杂度算法,并在当前低成本的片上CMOS相机中可用的有限CPU和RAM资源上实现了该算法。这种基于矩的方法可用于查找图像平面中对象的位置和方向,从联网的嵌入式机器人技术到医疗领域,它具有广泛的应用。在医疗保健应用中,可以设想具有片上处理算法的相机系统(例如本文所述的相机系统)可用于确定人体的姿势,例如人体姿势。站立或躺下。通过仅处理相机芯片上的二进制图像,然后传输与几何矩有关的数字,可以使用简单的过程来处理安全性和隐私问题。预计此类摄像机系统将与测量生命体征的无线人体局域网(WBAN)结合使用。最终目标是向负责患者护理的医务人员提供具有成本效益的及时信息。

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