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一种改进的基于MSER算法的不变量提取算法
引用本文:巨西诺,孙继银. 一种改进的基于MSER算法的不变量提取算法[J]. 贵州工业大学学报(自然科学版), 2008, 37(6)
作者姓名:巨西诺  孙继银
作者单位:第二炮兵工程学院,陕西,西安,710025
摘    要:
结合MSER(maximally stable extremal regions)算法,提出一种对图像的尺度、旋转、仿射变换更加稳定的区域不变量提取的算法。对于输入图像采用多尺度MSER提取算法,并对提取的MSERS依据其灰度变换的平稳性对提取区域进行修正。提高了区域提取的可重复性和匹配概率。

关 键 词:MSER  图像配准  特征提取  仿射不变量

A Improved Algorithm for Invariant Extraction Based MSER
JU Xi-nuo,SUN ji-yin. A Improved Algorithm for Invariant Extraction Based MSER[J]. Journal of Guizhou University of Technology(Natural Science Edition), 2008, 37(6)
Authors:JU Xi-nuo  SUN ji-yin
Abstract:
According to the algorithm of MSER(maximally stable extremal regions),a more robust local invariant feature extraction algorithm for scale,rotation or affine change of image was proposed.Multi-resolution MSER was used for input image,and the MSERS extracted was modified according to their stability for intensity change,which improves the repeatability and matching probability.
Keywords:MSER  image matching  feature extraction  affine invariant  
本文献已被 CNKI 维普 万方数据 等数据库收录!
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