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Hand gesture recognition based bed position control for disabled patients

机译:基于手势识别的残障患者床位控制

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摘要

The electronic bed systems used in hospitals, health care centers are used for disabled patients, paralyzed persons, in accident cases and for old age people. The available existing electronic bed systems have only two movements of the bed such as front and back. If the patient wants to move to his right or left side, then there is always the necessity of caretakers to help patients to change their positions. So, to minimize the caretaker's requirement and to increase the comfort level of the patient, we have proposed a bed system in which right and left movements are added to the existing electronic bed system. In this case the position of the bed is controlled automatically by using hand gesture recognition. The system consists of the image processing algorithms which includes background subtraction to identify the difference between background image and the current image. The shape feature extraction using wavelet decomposition is used to extract the features of segmented image and Euclidean Distance (ED) is used as classifier to classify different gestures. The output of the classifier can be given to micro-controller to drive two motors to have four different positions of the bed.
机译:医院,医疗中心使用的电子病床系统用于残疾患者,瘫痪者,事故情况和老年人。现有的现有电子床系统只有床的两个运动,例如前后。如果患者想移到他的右侧或左侧,则总是需要看护者帮助患者改变位置。因此,为了最小化看护者的需求并增加患者的舒适度,我们提出了一种床系统,其中向现有电子床系统添加了左右移动。在这种情况下,可以通过使用手势识别来自动控制床的位置。该系统由图像处理算法组成,该算法包括背景减法以识别背景图像和当前图像之间的差异。使用小波分解的形状特征提取来提取分割图像的特征,并使用欧几里得距离(ED)作为分类器对不同的手势进行分类。分类器的输出可以提供给微控制器,以驱动两个电动机使床具有四个不同的位置。

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