Texture description method and texture-based retrieval method in frequency domain

    公开(公告)号:AU5710700A

    公开(公告)日:2001-01-30

    申请号:AU5710700

    申请日:2000-07-07

    Abstract: A texture description method in frequency domains and a texture-based retrieval method using the same, in which image signals are converted into those in a frequency domain of a Polar coordinate system. The texture description method in the frequency domain includes a first step of generating a frequency layout by partitioning the frequency domain into a set of feature channels; a second step of extracting the texture feature values of the image from the respective feature channels; and a third step of constituting a texture descriptor of the image in a vector form using the texture feature values extracted from the respective feature channels of the frequency layout. In a texture-based retrieval described in the frequency domain, a retrieval method capable of satisfying respective or all the retrieval conditions such as scale-, rotation- and intensity-invariant retrieval of relevant texture images is provided. Also, a retrieval method of computing the rough scheme of texture to provide a browsing functionality in retrieving is provided.

    TEXTURE DESCRIPTION METHOD AND TEXTURE-BASED RETRIEVAL METHOD IN FREQUENCY DOMAIN
    23.
    发明公开
    TEXTURE DESCRIPTION METHOD AND TEXTURE-BASED RETRIEVAL METHOD IN FREQUENCY DOMAIN 审中-公开
    TEXTURBESCHREIBUNG UND WIEDERAUFFINDUNG VON TEXTURBILDERN IM FREQUENZBEREICH

    公开(公告)号:EP1183651A4

    公开(公告)日:2005-02-23

    申请号:EP00942495

    申请日:2000-07-07

    CPC classification number: G06K9/6203 G06F17/30262 G06K9/522 G06T7/42

    Abstract: The present invention relates to a texture description method in frequency domains and a texture-based retrieval method using the same, in which image signals are converted into those in a frequency domain of Polar coordinate system. The texture description method in the frequency domain comprises: a first step of generating a frequency layout by partitioning the frequency domain into a set of feature channels; a second step of extracting the texture feature values of the image from the respective feature channels; and a third step of constituting a texture descriptor of the image in a vector form using the texture feature values extracted from the respective feature channels of the frequency layout. According to the present invention, in a texture-based retrieval described in the frequency domain, a retrieval method capable of satisfying respective or all the retrieval conditions such as scale-, rotation- and intensity-invariant retrieval of relevant texture images is provided. Also, a retrieval method of computing the rough scheme of texture to provide a browsing functionality in retrieving is provided.

    Abstract translation: 频域中的纹理描述方法和使用其的基于纹理的检索方法,其中将图像信号转换成极坐标系的频域中的图像信号。 频域中的纹理描述方法包括通过将频域划分成一组特征信道来产生频率布局的第一步骤; 从各个特征通道提取图像的纹理特征值的第二步骤; 以及第三步骤,使用从频率布局的各个特征通道提取的纹理特征值,以向量形式构成图像的纹理描述符。 在频域中描述的基于纹理的检索中,提供了一种能够满足相关或全部检索条件的检索方法,如相关纹理图像的缩放,旋转和强度不变检索。 此外,提供了一种计算粗略的纹理方案以提供检索中的浏览功能的检索方法。

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