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15th International Conference on Pattern Recognition (ICPR'00) - Volume 4
Image-Based Document Vectors for Text Retrieval
Barcelona, Spain
September 03-September 08
ISBN: 0-7695-0750-6
ASCII Text
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Zhaohui Yu, Chew Lim Tan, "Image-Based Document Vectors for Text Retrieval," Pattern Recognition, International Conference on, vol. 4, pp. 4393, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 4, 2000.
 
 
BibTex
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@article{ 10.1109/ICPR.2000.902941,
author = {Zhaohui Yu and Chew Lim Tan},
title = {Image-Based Document Vectors for Text Retrieval},
journal ={Pattern Recognition, International Conference on},
volume = {4},
year = {2000},
isbn = {0-7695-0750-6},
pages = {4393},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.902941},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Image-Based Document Vectors for Text Retrieval
SN - 0-7695-0750-6
SP
EP
A1 - Zhaohui Yu,
A1 - Chew Lim Tan,
PY - 2000
KW - Document Image
KW - Text Retrieval
KW - Similarity Measure
KW - N-Gram Algorithm
VL - 4
JA - Pattern Recognition, International Conference on
ER -
 
Zhaohui Yu, National University of Singapore
Chew Lim Tan, National University of Singapore
We propose a method for constructing a vector for a document image to represent its content to facilitate text retrieval. The method is based on an N-Gram algorithm for text similarity measure based on the frequency of occurrence of n-character strings appearing in the electronic text. Instead of using ASCII values, the present study investigates the use of character images to obtain the document vector and has found promising results for use in our news article retrieval project.
Index Terms:
Document Image, Text Retrieval, Similarity Measure, N-Gram Algorithm
Citation:
Zhaohui Yu, Chew Lim Tan, "Image-Based Document Vectors for Text Retrieval," icpr, vol. 4, pp.4393, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 4, 2000
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