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OALib Journal期刊
ISSN: 2333-9721
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Fast matching algorithm based on moment feature of image
图像矩特征匹配的快速算法

Keywords: scene matching,consuming time,moment invariants,sum-table,wavelet decomposition
景象匹配
,耗时,矩不变量,和表,小波分解

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Abstract:

To deal with the large amount of computation of moments during matching, we propose a novel fast matching algorithm based on moment invariants. This algorithm utilizes the computational characteristic of moments and sets ten sum-tables to reduce the computational complexity of moments during matching. With the proposed algorithm, lower order moments of each sub-image can be determined by using only a few additive and multiplicative operations, which shortens the matching time greatly. Meanwhile, the proposed algorithm computes moment features directly from the gray value of image and the result is accurate and independent from the matching precision. Simulation results illustrate the effectiveness of the proposed algorithm.

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