基于视觉的精确Vojta治疗监测系统

Vaishali A. Nimbalkar, Raskar V.B
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引用次数: 0

摘要

vojta疗法是解决神经和肌肉骨骼系统问题的有效方法。在治疗过程中,给患者一个选择的刺激,以使受影响的个体的身体进行一定的反射模式动作。这种刺激的重复最终会激活之前被阻断的一些脊髓和大脑的连接,经过几次治疗后,患者可以在没有任何外部刺激的情况下进行这些动作。在本文中,我们提出了一种基于视觉的自动全监测装置,以进行适当的治疗。我们提出了一个婴儿在他/她的各个身体元素在补救过程中的几个阶段的具体动作的检测和普及,使用RGB-D记录。首先,利用基于模板匹配的鲁棒规则集对儿童的面部区域进行检测。第二,计算各种特征以捕捉治疗过程中身体各部位的运动。在类别阶段,使用多类别支持向量机(mSVM)对婴儿在治疗方法过程中的合适动作进行分类,最终揭示给定治疗的正确性。所提出的算法在我们具有挑战性的数据集上进行了评估,这些数据集将在儿童诊所收集。检测结果和类型结果表明,所提出的方法对理解国内救济系统中适当的运动模式非常有益。
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An Vision-Based Monitoring System for Accurate Vojta Therapy
Vojta-therapy is a useful method to address the issues in nervous and musculoskeletal system. within the course of the treatment, a selected stimulation is given to the sufferers with a view to cause the affected individual's body to carry out certain reflexive pattern actions. The repetition of this stimulation in the end brings forth the formerly blocked connections a few of the spinal cord and mind, and after a few sessions, patients can carry out those moves without any external stimulation. In this paper we proposed an automated vision-based totally monitoring device for proper therapy. We proposed an infant’s detection and popularity of specific moves in his/her various body elements at a few stage in the remedy process, the usage of RGB-D records. First, A robust template matching based set of rules is exploited for little one's detection using his/her face region. 2nd, various features are computed to capture the movements of various body parts in the course of the remedy. In the class stage, a multi-calss support vector machine (mSVM) is used to categorise the suitable movements of infant in the course of the remedy approach, which ultimately reveals the correctness of the given treatment. The proposed algorithm is evaluated on our challenging dataset, which grow to be gathered in a kids clinic. The detection and type consequences display that the proposed method is enormously beneficial to understand the proper movement pattern in-domestic remedy systems.
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