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首页> 外文期刊>Chemometrics and Intelligent Laboratory Systems >Is sensing spatially distributed chemical information using sensory substitution with hyperspectral imaging possible?
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Is sensing spatially distributed chemical information using sensory substitution with hyperspectral imaging possible?

机译:通过高光谱成像的传感替代来感测空间分布的化学信息是否可能?

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摘要

Chemical images which are often computed from hyperspectral images contain the spatial distribution of chemical information of a scene. For many applications visualizing such images on computer screens is sufficient, however there are cases where there is a need to combine the chemical images more naturally with human vision. This is especially true for interactive work where chemical images are being rapidly updated to the user. Effective integration of spatial information in general from external sources with vision is a challenge. One approach is to overlay the view of the real physical world with computer-generated graphics as in augmented reality. However such cluttering of the visual field with computer-generated graphics may confuse the user and reduce functionality. Another is projecting the chemical images back onto the scene under study in order to render the chemical information in situ to the user. This approach, however has challenges in connection with very small and very large scenes under investigation. An alternative approach is here investigated based on the possibility of enhancing the human vision system using a sensory substitution device. Such devices enables a person to sense spatial information conveyed through sensory channels other than the eye, such as hearing and sense of touch. Results presented support the claim that spatial chemical information from a hyperspectral camera can be conveyed to the brain through a sensory channel different from the eyes. As this is tested on a sighted subject it effectively provides an extension of the human vision system to incorporate chemical information which otherwise is invisible to the naked eye.
机译:通常根据高光谱图像计算出的化学图像包含场景化学信息的空间分布。对于许多应用而言,在计算机屏幕上可视化此类图像就足够了,但是在某些情况下,需要将化学图像与人类视觉更自然地结合。对于化学图像正在迅速更新给用户的交互式工作尤其如此。通常将外部来源的空间信息与视觉有效整合是一个挑战。一种方法是像增强现实一样,用计算机生成的图形覆盖现实世界的视图。但是,用计算机生成的图形对视场进行的这种混乱可能会使用户感到困惑并降低功能。另一个是将化学图像投射回正在研究的场景中,以便将化学信息原位呈现给用户。然而,这种方法对于正在调查的非常小和非常大的场景都具有挑战。本文基于使用感觉替代设备增强人类视觉系统的可能性,研究了一种替代方法。这样的设备使人能够感测通过除了眼睛之外的感官通道传达的空间信息,例如听觉和触觉。提出的结果支持以下观点:来自高光谱相机的空间化学信息可以通过与眼睛不同的感觉通道传递到大脑。当对有视力的受试者进行测试时,它有效地提供了人类视觉系统的扩展,以合并化学信息,否则肉眼无法看到化学信息。

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