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文本分类在工程图中的信息隐藏应用
引用本文:刘列夫,莫国良,张三元,叶修梓. 文本分类在工程图中的信息隐藏应用[J]. 现代机械, 2006, 0(3): 7-9
作者姓名:刘列夫  莫国良  张三元  叶修梓
作者单位:1. 浙江大学,计算机图形与图像实验室,浙江,杭州,310027
2. 浙江大学,城市学院,浙江,杭州,310005
摘    要:工程图的信息隐藏在CAD领域中具有重大的意义。为了技术保密,工程图在发布时往往需安将其中的关键信息(如尺寸和材料)隐藏起来,其中大部分需要隐藏的信息是以文本方式存在的。传统的信息隐藏是通过人工的方式进行关键文本抽取并加以隐藏而实现的。本文提出了用线性分类的方法,来实现工程图关键文本的自动抽取,从而达到工程图信息隐藏的目的。

关 键 词:文本分类  隐藏  训练  多类问题  爬山法
文章编号:1002-6886(2006)03-0007-03
收稿时间:2005-02-22
修稿时间:2005-02-22

A New Way of Information Hiding in Drawings-text Classification
LIU Lie-fu,MO Guo-liang,ZHANG San-yuan,YE Xiu-zi. A New Way of Information Hiding in Drawings-text Classification[J]. Modern Machinery, 2006, 0(3): 7-9
Authors:LIU Lie-fu  MO Guo-liang  ZHANG San-yuan  YE Xiu-zi
Abstract:The drawings contain a lot of information confidential. Nowadays, as one format of most frequently transferred archive, drawings may possibly lose its confidentiality partly or entirely. To avoid the potential lost of confidentiality, in traditional ways, engineers have to hide the confidential part of drawings manually. However, almost all the confidential information of drawings is text for- mat, and in recent research we found that this information is probably well-regulated. In this paper, we propose a method of extracting the confidential part from drawings automatically by text classification. The text classification takes a simple but effective way, Linear Classification. Text classification leads to the Extraction of the confidential text, and brings on the hiding of confidentiality finally.
Keywords:text classification   hiding   training   multi-class model   hill-climbing
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