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Angular Pattern and Binary Angular Pattern for Shape Retrieval

delete2014-03-01
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PRE
AI
R
Rong-Xiang Hu *
J
Jia Wei
H
Haibin Ling
赵阳 封面图
赵阳 (Yang Zhao)
J
Jie Gui
DOI:10.1109/TIP.2013.2286330delete
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摘要

摘要

En 中文
In this paper, we propose two novel shape descriptors, angular pattern (AP) and binary angular pattern (BAP), and a multiscale integration of them for shape retrieval. Both AP and BAP are intrinsically invariant to scale and rotation. More importantly, being global shape descriptors, the proposed shape descriptors are computationally very efficient, while possessing similar discriminability as state-of-the-art local descriptors. As a result, the proposed approach is attractive for real world shape retrieval applications. The experiments on the widely used MPEG-7 and TARI-1000 data sets demonstrate the effectiveness of the proposed method in comparison with existing methods.
Keyword:
Shape retrieval
angular features
binary pattern
multi-scale representation
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期刊

IEEE Transactions on Image Processing 封面图
IEEE Transactions on Image Processing
IF:
13.7
论文数:
1.0W
被引数:
8.4W

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T
Temple University
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P
pennsylvania commonwealth system of higher education (pcshe)
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被引数: 177
H
hefei institutes of physical science, cas
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4.5K
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被引数: 4
C
chinese academy of sciences
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