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Detecting formula based on Stroke Width Transform for online Chinese examination question retrieval

机译:基于笔划宽度变换的在线汉语考试题检索公式

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More and more students prefer to submit the questions captured by cell phone to the image recognition and retrieval system to find the answers when they are self-taught. In this paper, we propose a new method to detect formulas in text lines captured by cell phone in natural conditions for online Chinese examination question retrieval. First, we use the stroke width transform algorithm to get the initial text lines. Second, we take an improved measure to merge these initially scattered text lines into principal text lines, which can be used for the following operation. Next, characters in the text lines are segmented by projection method and marked as Chinese character or non-Chinese-character automatically by some features. If the neighboring characters match the limit conditions, they will be detected as a formula and be extracted. Since some formulas are higher than the localized text lines which they belong to, an extension operation will be done to the extracted formula in the vertical direction to get the complete formula. We tested our method on some data sets, and the result shows that our method is satisfactory for various subjects.
机译:越来越多的学生喜欢将手机捕获的问题提交给图像识别和检索系统,以便在自学时找到答案。在本文中,我们提出了一种在自然条件下检测手机捕获的文本行中的公式的新方法,用于在线中文考试问题检索。首先,我们使用笔划宽度变换算法来获取初始文本行。其次,我们采取了一种改进措施,将这些最初分散的文本行合并为主要文本行,可将其用于以下操作。接下来,通过投影方法将文本行中的字符分段,并通过某些功能自动将其标记为汉字或非汉字。如果相邻字符符合限制条件,它们将被检测为公式并被提取。由于某些公式比它们所属的本地化文本行高,因此将对提取的公式进行垂直方向的扩展操作以获得完整的公式。我们在一些数据集上测试了我们的方法,结果表明我们的方法对于各种主题都是令人满意的。

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