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Improved combined invariant moment for moving targets classification

机译:改进的组合不变矩用于运动目标分类

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摘要

Invariant moment is a highly concentrated and distortion invariant image features. The goal of multi-moving object characterization and classification methods is to find a suitable description of different kinds of moving objects in the scene and match the similarity between unknown moving objects with invariant moment. This paper presents evolution and development of invariant moments family history, and designs a classification model to classify multi-moving objects. Experimental results show that this method can effectively improve the recognition rate of the moving object.
机译:不变矩是高度集中和畸变不变的图像特征。多运动对象表征和分类方法的目的是找到场景中不同类型的运动对象的合适描述,并将未知运动对象之间的相似性与不变矩匹配。本文介绍了不变矩家族历史的演变和发展,并设计了一个分类模型来对多运动物体进行分类。实验结果表明,该方法可以有效提高运动物体的识别率。

著录项

  • 来源
    《Multimedia Tools and Applications》 |2017年第19期|19959-19982|共24页
  • 作者单位

    Jiangsu Univ, Affiliated Hosp, Informat Dept, Jiefang Rd 438, Zhenjiang 212001, Jiangsu, Peoples R China|JiangSu Univ, Sch Comp Sci & Commun Engn, Zhenjiang, Jiangsu, Peoples R China;

    JiangSu Univ, Sch Comp Sci & Commun Engn, Zhenjiang, Jiangsu, Peoples R China|Jiangsu Univ, Sch Management, Zhenjiang, Jiangsu, Peoples R China;

    JiangSu Univ, Sch Comp Sci & Commun Engn, Zhenjiang, Jiangsu, Peoples R China;

    Jiangsu Univ, Automot Engn Res Inst, Zhenjiang, Jiangsu, Peoples R China;

    JiangSu Univ, Sch Comp Sci & Commun Engn, Zhenjiang, Jiangsu, Peoples R China;

    JiangSu Univ, Sch Comp Sci & Commun Engn, Zhenjiang, Jiangsu, Peoples R China|Jiangsu Univ, Automot Engn Res Inst, Zhenjiang, Jiangsu, Peoples R China;

    Jiangsu Univ, Sch Management, Zhenjiang, Jiangsu, Peoples R China;

    Jiangsu Univ, Affiliated Hosp, Informat Dept, Jiefang Rd 438, Zhenjiang 212001, Jiangsu, Peoples R China;

    Jiangsu Univ, Affiliated Hosp, Informat Dept, Jiefang Rd 438, Zhenjiang 212001, Jiangsu, Peoples R China;

    Jiangsu Univ, Affiliated Hosp, Informat Dept, Jiefang Rd 438, Zhenjiang 212001, Jiangsu, Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Combined invariant moments; Magnitude of invariant moments; Moving targets; Moving object classification; Support vector regression;

    机译:组合不变矩;不变矩幅度;运动目标;运动物体分类;支持向量回归;

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