Snap & Hear:为识字和视觉障碍儿童提供漫画分析

R. B. D. Yapa, T. Arachchi, V. S. Suriyarachchi, U. D. Abegunasekara, S. Thelijjagoda
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引用次数: 0

摘要

漫画书在世界各地都很受欢迎,因为它们为我们所有人提供了独特的体验,没有任何年龄限制。由于漫画书所受到的这种吸引力,事实证明,即使存在多维电影院作为其竞争对手,漫画文学也将能够在21世纪生存下去。当世界上最大的电影公司都在忙着把漫画改编成电影的时候,很多研究人员都在调查漫画故事数字化的时间,希望能开创漫画世界的新时代。但他们中的大多数只关注故事的一个或几个组成部分。这篇论文是基于一项研究,旨在为世界上每个人提供享受漫画书的充分体验,尽管人们有视觉和识字障碍。建议的解决方案是一个web应用程序,将漫画故事的输入图像转换为文本格式,并将其作为音频故事传递给用户。该故事将使用提取的角色、物体、语音文本和气球等组件来创建,并使用图像处理和深度学习技术来考虑它们之间的关联。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Snap & Hear: Comic Book Analyst for Children Having Literacy and Visual Barriers
Comic books are very popular across the world due to the unique experience they provide for all of us in the society without any age limitation. Because of this attraction, which comic books have received, it has proved that comic literature will be able to survive in the twenty first century, even with the existence of multidimensional movie theatres as its competitors. While the biggest global filmmakers are busy with making movies from comic books, many researchers have been investigating their time on digitizing the comic stories as it is, expecting to create a new era in the comic world. But most of them have focused only on one or few components of the story. This paper is based on a research which aims to give the full experience of enjoying the comic books for everyone in the world despite of visual and literacy barriers people are having. Proposed solution comes as a web application that translates input image of a comic story into a text format and delivers it as an audio story to the user. The story will be created using extracted components such as characters, objects, speech text and balloons and considering the association among them with the use of image processing and deep learning technologies.
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