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首页> 外文会议>2014 IEEE/ACM Joint Conference on Digital Libraries >Comic2CEBX: A system for automatic comic content adaptation
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Comic2CEBX: A system for automatic comic content adaptation

机译：Comic2CEBX：一种自动漫画内容自适应系统

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摘要

Comics are popular almost throughout the world. With the help of comic document digitization, it is much easier for people to archive and browse comic works. However, there are still some big challenges along with comic document digitization progress. Among these challenges, comic content adaptation is an important one to be tackled. The existing works only focus on parts of this problem and do not provide a tangible solution to display comic contents on different devices. In this paper, we solve these problems by proposing Comic2CEBX, a system which can automatically convert a set of scanned comic page images into a CEBX file that allows reflowing of the original comic pages with fixed layouts. Taking raw comic images as inputs, our system first extracts three kinds of low-level visual patterns and then uses multilayer Conditional Random Fields to detect all the panels. Meanwhile, our system automatically identifies the reading orders of the panels within each page. Finally, we encapsulate the comic page images and the obtained page structure information (i.e., the panels detection results and the corresponding reading orders) to generate a CEBX file. Experimental results show that our comic page layout analysis method achieves better performance than the existing ones, and use case presentation of the CEBX files produced by our system demonstrates that it brings better comic reading experience especially on mobile devices.
机译：漫画几乎在世界范围内都很流行。借助漫画文档数字化，人们可以更轻松地存档和浏览漫画作品。但是，随着漫画文档数字化的发展，仍然存在一些巨大的挑战。在这些挑战中，漫画内容改编是要解决的重要问题。现有作品仅针对此问题的一部分，并未提供在不同设备上显示漫画内容的切实解决方案。在本文中，我们通过提出Comic2CEBX解决了这些问题，该系统可以将一组扫描的漫画页面图像自动转换为一个CEBX文件，该文件允许以固定布局重排原始漫画页面。以原始漫画图像为输入，我们的系统首先提取三种低级视觉图案，然后使用多层条件随机场检测所有面板。同时，我们的系统会自动识别每页中面板的阅读顺序。最后，我们封装漫画页面图像和获得的页面结构信息（即面板检测结果和相应的阅读顺序）以生成CEBX文件。实验结果表明，我们的漫画页面布局分析方法比现有的漫画页面布局分析方法具有更好的性能，并且由我们的系统生成的CEBX文件的用例演示表明，它带来了更好的漫画阅读体验，尤其是在移动设备上。

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