Automatic extraction of data from 2-D plots in documents

被引:0
|
作者
Lu, Xiaonan [1 ]
Wang, James Z. [1 ]
Mitra, Prasenjit [1 ]
Giles, C. Lee [1 ]
机构
[1] Penn State Univ, University Pk, PA 16802 USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Two-dimensional (2-D) plots in digital documents contain important information. Often, the results of scientific experiments and performance of businesses are summarized using plots. Although 2-D plots are easily understood by human users, current search engines rarely utilize the information contained in the plots to enhance the results returned in response to queries posed by, end-users. We propose an automated algorithm for extracting information from line curves in 2-D plots. The extracted information can be stored in a database and indexed to answer end-user queries and enhance search results. We have collected 2-D plot images from a variety of resources and tested our extraction algorithms. Experimental evaluation has demonstrated that our method can produce results suitable for real world use.
引用
收藏
页码:188 / 192
页数:5
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