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Research on Multiple Target Recognition Algorithm Based on Multiple Feature Combination
Author(s): 
Pages: 36-41
Year: Issue:  5
Journal: Journal of Huangshi Institute of Technology

Keyword:  多目标识别连通域K均值算法多特征联合;
Abstract: 针对生产线上多个手机膜同时出现在视野内时识别准确率较低的问题,提出一种基于多特征联合的多目标识别算法.该算法首先对相机采集到的图像进行预处理,得到目标的二值图像;其次,对其进行连通域标识得到若干个待定目标,并根据单个目标的面积排除一些非真实目标;然后对所得到的真实目标进行聚类得到若干类目标;最后从得到的每类目标中选取一个目标进行特征提取并与标准模板进行匹配,从而确定每一类目标的类别.结果表明,该算法对多个手机膜的识别是有效的.
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