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Helping disabled people: the potentials of biometric information

机译:帮助残疾人:生物识别信息的潜力

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Purpose - The purpose of this paper is to investigate an idea of producing an assistive and augmentative communication (AAC) tool that uses natural human computer interfacing to accommodate the disabilities of children with cerebral palsy (CP) and assist them in their daily communication. Design/methodology/approach - The authors developed a prototype that recognizes the real time detected emotions display on the face and send alerts to the caretakers through Short Messaging System (SMS) or loud speaker. Findings - The evaluation result shows that the proposed prototype recognizes real time facial expressions from the children with CP with an average of 79.4 per cent, and a maximum of 88.3 per cent (standard deviation of 7.4 per cent) on ten children with CP. Evaluations were also conducted to investigate the effectiveness of the prototype to deliver critical expression messages to their caretakers. The result showed that 98.5 per cent of SMS was sent successfully to the caretakers (pre-defined mobile phone number) with an average waiting time of 8.3 seconds. Originality/value - The paper demonstrates the potential of the proposed prototype to assist children with CP to communicate with their caretakers in real time.
机译:目的-本文的目的是研究一种产生辅助和增强交流(AAC)工具的想法,该工具使用自然的人机交互来适应脑瘫(CP)儿童的残疾并帮助他们进行日常交流。设计/方法/方法-作者开发了一种原型,该原型可以识别实时检测到的面部表情并通过短信系统(SMS)或扬声器向护理人员发送警报。结果-评估结果表明,拟议的原型能够识别出CP儿童的实时面部表情,平均识别率为79.4%,十名CP儿童最高为88.3%(标准差为7.4%)。还进行了评估以调查原型向其看护人传递关键表达信息的有效性。结果显示,成功将98.5%的SMS发送给看护者(预定义的手机号码),平均等待时间为8.3秒。原创性/价值-本文演示了所提议的原型在帮助患有CP的儿童与看护者进行实时交流方面的潜力。

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