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
相关论文
共 50 条
  • [41] 2-D or not 2-D?
    Rao, SS
    FORBES, 1999, 164 (12): : 234 - 234
  • [42] Automatic contour extraction from 2D neuron images
    Leandro, J. J. G.
    Cesar-, R. M., Jr.
    Costa, L. da F.
    JOURNAL OF NEUROSCIENCE METHODS, 2009, 177 (02) : 497 - 509
  • [43] An automatic keyphrase extraction system for scientific documents
    You, Wei
    Fontaine, Dominique
    Barthes, Jean-Paul
    KNOWLEDGE AND INFORMATION SYSTEMS, 2013, 34 (03) : 691 - 724
  • [44] An automatic keyphrase extraction system for scientific documents
    Wei You
    Dominique Fontaine
    Jean-Paul Barthès
    Knowledge and Information Systems, 2013, 34 : 691 - 724
  • [45] AUTOMATIC MESH GENERATION IN 2-D AND 3-D OBJECTS
    NAGESH, K
    SRIKANT, A
    RAMAMURTI, V
    ADVANCES IN ENGINEERING SOFTWARE AND WORKSTATIONS, 1989, 11 (01): : 19 - 25
  • [46] Information extraction and automatic markup for XML documents
    Abolhassani, M
    Fuhr, N
    Gövert, N
    INTELLIGENT SEARCH ON XML DATA: APPLICATIONS, LANGUAGES, MODELS IMPLEMENTATIONS AND BENCHMARKS, 2003, 2818 : 159 - 174
  • [47] Interface for Automatic Tactile Display of Data Plots
    Schwarz, Thorsten
    Melfi, Giuseppe
    Scheiffele, Stefan
    Stiefelhagen, Rainer
    COMPUTERS HELPING PEOPLE WITH SPECIAL NEEDS, ICCHP-AAATE 2022, 2022, : 73 - 81
  • [48] On the automatic extraction of data from the hidden web
    Liddle, SW
    Yau, SH
    Embley, DW
    CONCEPTUAL MODELING FOR NEW INFORMATION SYSTEMS TECHNOLOGIES, 2002, 2465 : 212 - 226
  • [49] Automatic extraction of bioactivity data from patents
    Lowe, Daniel
    Senger, Stefan
    Sayle, Roger
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2017, 253
  • [50] Automatic data extraction from photoelasticity images
    Quintero-Torres, R
    Rodríguez-Rodríguez, E
    Vázquez-Cerón, E
    2004 1st International Conference on Electrical and Electronics Engineering (ICEEE), 2004, : 162 - 165