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Eye Size Recognition to Control AAC Devices for Persons with Amyotrophic Lateral Sclerosis (ALS)

机译:眼睛尺寸识别以控制AAC器件的肌萎缩外壳硬化剂(ALS)

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Objective: Various kinds of control switches for AAC (Augmentative and Alternative Communication) devices have been developed so far. It is, however, difficult for persons with ALS (Amyotrophic Lateral Sclerosis) to use these switches effectively in their advance stages, because of severe physical constraints. Then, blinking that is the typical residual function of the severely physically disabled is not an available one for persons with ALS (PALS) in their advanced stages. On the other hand, some of PALS can open their eyes normally and widely, even in their advanced stages. However, no control switches can be operated by this residual function. In these circumstances, the purpose of this research is to develop a control switch, for AAC devices, that can be operated by PALS residual function to open their eyes normally and widely. Main Content: It is known clinically that some PALS can open their eyes normally and widely even in their advanced stages, as non disabled persons do. Difference of eye size between at open normally and at open widely can be utilized as an effective residual function to control switches. From these facts, it is supposed that comparison of an eye can be utilized to control switches. According to this principle, an Eye Size Recognition System (ESRS) has been experimentally designed by applying face recognition technology commonly used in digital camera. ESRS can measure an eye size, and compare it to a threshold that was measured and set in advance to. ESRS outputs an electrical signal to interface with control switches and PCs. To verify practicality and effectiveness of ESRS, two types of experiments have been pursued. As there are not so much differences in eye's movement such as opening normally and widely between PALS and non disabled persons, these experiments have been carried out by non disabled persons. In the 1st experiment, non disabled 35 persons were asked to open their eyes bigger to activate ESRS. Then, the 2nd experiment has been done one year later to the 1st experiment. In the 2nd experiment, subjects were 12 of 35 persons who were the subjects of the 1 st experiments, and they were asked to use the system again. To have reference data against the 2nd experiment, a person was asked to use ESRS for twelve days during a month to verify continuous operability in daily life. Result and Conclusion: In the 1st experiment, 91% of the subjects could activate ESRS successfully, and the others failed. It is considered from this result that ESRS has a potential for practical use, and it is also considered that the threshold of ESRS should be set according to each person's physical capability. In the 2nd experiment, 91% of the subjects could operate the testing system by using the threshold that have been measured and set one year before. In the additional experiment, the subject could use ESRS without failure for twelve days during a month, Consequently, it is strongly considered that these results indicate basic effectiveness and practicality of ESRS as a control switch for AAC devices. ESRS has been experimentally used by PALS at his home. After further clinical evaluation, ESRS will be commercial available in near future.
机译:目的:到目前为止已经开发了各种用于AAC(增强和替代通信)设备的控制开关。然而,由于严重的物理限制,患有ALS(肌肌萎缩外壳硬化)的人(肌肌萎缩侧面硬化硬化)的人有效地使用这些开关。然后,闪烁是严重的身体残疾人的典型残留功能,而不是在其高级阶段中使用ALS(PALS)的人。另一方面,一些Pals可以正常和广泛地睁开眼睛,即使在他们的高级阶段也是如此。但是,该残留功能无法操作控制开关。在这种情况下,本研究的目的是开发一种用于AAC器件的控制开关,可以通过PALS残留功能操作,以通常和广泛地张开眼睛。主要内容:临床上众所周知,即使在他们的高级阶段,一些PAL也可以睁开眼睛,并且即使在他们的高级阶段也是如此。在正常和开放的开放之间的眼睛大小之间的眼睛尺寸的差异可用于控制开关的有效残余功能。从这些事实来看,假设眼睛的比较可以用于控制开关。根据该原则,通过应用常用数码相机的人脸识别技术,通过应用了眼睛尺寸识别系统(ESRS)。 ESR可以测量眼睛尺寸,并将其与预先测量和设置的阈值进行比较。 ESRS输出电气信号以与控制开关和PC接口。为了验证ESRS的实用性和有效性,已经追求了两种类型的实验。由于眼睛运动中没有那么多的差异,例如在PAL和非残疾人之间打开通常和广泛的打开,因此已经通过非残疾人进行了这些实验。在第一个实验中,未禁用35人被要求睁开眼睛更大以激活ESR。然后,第二次实验已经完成了一年后的第一个实验。在第2个实验中,受试者是35人中的12人,其中35人是第一个实验的主题,他们被要求再次使用该系统。为了对第2个实验进行参考数据,要求一个人在一个月内使用ESRS 12天,以验证日常生活中的持续可操作性。结果和结论:在第一个实验中,91%的受试者可以成功激活ESR,而其他受试者则失败。从该结果中考虑了,即ESRS具有实际使用的可能性,并且还认为应该根据每个人的物理能力设置ESR的阈值。在第二实验中,91%的受试者可以通过使用前一年的阈值来操作测试系统。在额外的实验中,受试者可以在一个月内12天没有发生ESR​​而没有发生故障,因此强烈认为这些结果表明ESRS作为AAC器件的控制开关的基本效果和实用性。 ESRS已经通过PALS在他家进行了实验。经过进一步的临床评估,ESRS将在不久的将来提供商业。

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