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Near-Duplicate Image Recognition and Content-based Image Retrieval using Adaptive Hierarchical Geometric Centroids
Hong Kong August 20-August 24
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.85118th International Conference on Patt ...
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Mai Yang, Guoping Qiu, Jiwu Huang, Dave Elliman, "Near-Duplicate Image Recognition and Content-based Image Retrieval using Adaptive Hierarchical Geometric Centroids," Pattern Recognition, International Conference on, vol. 2, pp. 958-961, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.851,
author = {Mai Yang and Guoping Qiu and Jiwu Huang and Dave Elliman},
title = {Near-Duplicate Image Recognition and Content-based Image Retrieval using Adaptive Hierarchical Geometric Centroids},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2006},
issn = {1051-4651},
pages = {958-961},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.851},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - Near-Duplicate Image Recognition and Content-based Image Retrieval using Adaptive Hierarchical Geometric Centroids
SN - 1051-4651
SP958
EP961
A1 - Mai Yang,
A1 - Guoping Qiu,
A1 - Jiwu Huang,
A1 - Dave Elliman,
PY - 2006
KW - null
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Mai Yang, University of Nottingham, UK
Guoping Qiu, University of Nottingham, UK
Jiwu Huang, Sun Yat-sun University, Guangzhou, China
Dave Elliman, Sun Yat-sun University, Guangzhou, China
In this paper, we present a new feature extraction method that simultaneously captures the global and local characteristics of an image by adaptively computing hierarchical geometric centroids of the image. We show that these hierarchical centroids have some very interesting properties such as illumination invariant and insensitive to scaling. We have applied the method for near-duplicate image recognition and for content-based image retrieval. We present experimental results to show that our method works effectively in both applications.
Citation:
Mai Yang, Guoping Qiu, Jiwu Huang, Dave Elliman, "Near-Duplicate Image Recognition and Content-based Image Retrieval using Adaptive Hierarchical Geometric Centroids," icpr, vol. 2, pp.958-961, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006
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