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2006 IEEE International Conference on Multimedia and Expo
Automatic Classification of Photographs and Graphics
Toronto, ON, Canada
July 09-July 12
ISBN: 1-4244-0366-7
ASCII Text
x 
 
Yuanhao Chen, Zhiwei Li, Mingjing Li, Wei-ying Ma, "Automatic Classification of Photographs and Graphics," Multimedia and Expo, IEEE International Conference on, pp. 973-976, 2006 IEEE International Conference on Multimedia and Expo, 2006.
 
 
BibTex
x
 
@article{ 10.1109/ICME.2006.262695,
author = {Yuanhao Chen and Zhiwei Li and Mingjing Li and Wei-ying Ma},
title = {Automatic Classification of Photographs and Graphics},
journal ={Multimedia and Expo, IEEE International Conference on},
volume = {0},
year = {2006},
isbn = {1-4244-0366-7},
pages = {973-976},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICME.2006.262695},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Multimedia and Expo, IEEE International Conference on
TI - Automatic Classification of Photographs and Graphics
SN - 1-4244-0366-7
SP973
EP976
A1 - Yuanhao Chen,
A1 - Zhiwei Li,
A1 - Mingjing Li,
A1 - Wei-ying Ma,
PY - 2006
KW - null
VL - 0
JA - Multimedia and Expo, IEEE International Conference on
ER -
 
Yuanhao Chen, University of Science and Technology of China, Hefei 230026, China
Zhiwei Li, Microsoft Research Asia, 49 Zhichun Road, Beijing 100080, China
Mingjing Li, Microsoft Research Asia, 49 Zhichun Road, Beijing 100080, China
Wei-ying Ma, Microsoft Research Asia, 49 Zhichun Road, Beijing 100080, China
In general, digital images can be classified into photographs and computer graphics. This taxonomy is very useful in many applications, such as web image search. However, there are no effective methods to perform this classification automatically. In this paper, we manage to solve this problem from two aspects. At first, we propose some novel low-level features that can reveal perceptional differences between photographs and graphics. Then, we adopt an effective algorithm to perform the classification. The experiments conducted on a large-scale image database indicate the effectiveness of our algorithm.
Citation:
Yuanhao Chen, Zhiwei Li, Mingjing Li, Wei-ying Ma, "Automatic Classification of Photographs and Graphics," icme, pp.973-976, 2006 IEEE International Conference on Multimedia and Expo, 2006
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