Towards Automatic Interpretation Of Statistical Graphs For The Visually Impaired

Santiago Figueroa-Gutiérrez, L. G. Montané-Jiménez, Juan Carlos Pérez-Arriaga, J. Rojano-Cáceres, G. Toledo-Toledo
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引用次数: 1

Abstract

Statistical graphs, as visual representations of quantitative data, are usually not able to be processed by assistive technologies. Thus, when a user with visual impairment intends to access the information contained in these visual representations, he has to resort to the use of screen readers. But such tools only transmit the adjacent information of the image, without performing image processing to generate an interpretation of the data contained. To tackle such problem, a conceptual and functional architecture is proposed considering the use of image processing techniques to extract in an automated way the information of a statistical graphs under an image format, generating a description accessible to users with visual impairment. To support it, it is carried out research on related work in image processing to identify relevant elements in a chart, as well as advantages and disadvantages of assistive technologies. With the results obtained, it is observed that there is an increase in the use of assistive technologies based on the sonification of textual and graphic elements to transmit information to users with visual disabilities through the use of Web platforms.
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为视障人士提供统计图形的自动解释
统计图形作为定量数据的可视化表示,通常无法通过辅助技术进行处理。因此,当有视觉障碍的用户想要访问这些视觉表示中包含的信息时,他必须使用屏幕阅读器。但是,这些工具仅传输图像的相邻信息,而不进行图像处理以对所包含的数据进行解释。为了解决这一问题,提出了一种概念和功能架构,考虑使用图像处理技术以自动方式提取图像格式下的统计图形信息,生成视觉障碍用户可访问的描述。为了支持它,对图像处理中的相关工作进行了研究,以识别图表中的相关元素,以及辅助技术的优缺点。根据所得的结果,我们观察到越来越多的人使用基于文本和图形元素的声音的辅助技术,通过使用Web平台向视障用户传递信息。
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