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基于组合区域形状特征的物体检测算法
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Indexed by:期刊论文

Date of Publication:2011-12-15

Journal:电子与信息学报

Included Journals:EI、PKU、ISTIC、CSCD、Scopus

Volume:33

Issue:12

Page Number:2894-2901

ISSN No.:1009-5896

Key Words:目标检测;形状特征;组合区域;支持向量机

Abstract:该文提出了一种基于组合区域形状特征的物体检测算法,通过图像分割后各个区域之间的关系,组合选取候选目标,提取候选目标夹角链码和弧弦距比特征,构造并联支持向量机分类器.算法对分割要求不高,可对模糊和低对比度的图像目标进行正确检测.通过在ETHZ图像类库上对算法进行测试,验证了算法的准确性.

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Gender:Female

Alma Mater:大连理工大学

Degree:Doctoral Degree

School/Department:信息与通信工程学院

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