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    TEXTURE DESCRIPTION METHOD AND TEXTURE-BASED IMAGE RETRIEVAL METHOD USING GABOR FILTER IN FREQUENCY DOMAIN
    2.
    发明公开
    TEXTURE DESCRIPTION METHOD AND TEXTURE-BASED IMAGE RETRIEVAL METHOD USING GABOR FILTER IN FREQUENCY DOMAIN 审中-公开
    VERFAHRENFÜRTEXTURBESCHREIBUNG UND WIEDERAUFFINDUNG VON TEXTURBILDERNMIT EINEM GABOR FILTER IM FREQUENZBEREICH

    公开(公告)号：EP1159709A4

    公开(公告)日：2007-04-18

    申请号：EP00981901

    申请日：2000-11-30

    申请人： SAMSUNG ELECTRONICS CO LTD ,  KOREA ELECTRONICS TELECOMM ,  CURITEL COMM INC ,  FRAUNHOFER GES FORSCHUNG ,  UNIV CALIFORNIA ,  UNIV INFORMATION & COMM

    发明人： KIM MUN-CHURL ,  KIM JIN-WOONG ,  MANJUNATH B S ,  RO YONG-MAN ,  SHIN HYUN-DOO ,  CHOI YANG-LIM

    IPC分类号： G06F17/14 ,  G06F17/30 ,  G06K9/52 ,  G06T7/00 ,  G06T7/40 ,  H04N1/407

    CPC分类号： G06K9/522 ,  G06F17/30262 ,  G06T7/42 ,  Y10S707/99933

    摘要： A texture description method in a frequency domain for extracting texture features by transforming and Gabor-filtering an input image into an image of the frequency domain, and a texture-based retrieval method thereof are provided. The texture description method in the frequency domain includes: a first step of transforming an image of a time domain into an image of the frequency domain; a second step of filtering the transformed image using a Gabor filter having N x M filter regions, where N and M are respective predetermined positive integers; a third step of extracting feature values of the image that has been Gabor-filtered in respective channels of the frequency domain division layout corresponding to the N x M filter regions of the Gabor filter; and a fourth step of deciding a texture descriptor of the image on the basis of the feature values of the image.

    摘要翻译： 提供了一种频域中的纹理描述方法，用于通过将输入图像转换为Gabor滤波到频域的图像中来提取纹理特征，以及基于纹理的检索方法。 频域中的纹理描述方法包括：将时域的图像变换为频域的图像的第一步骤; 使用具有N×M个滤波器区域的Gabor滤波器对变换后的图像进行滤波的第二步骤，其中N和M分别是预定的正整数; 提取与Gabor滤波器的N×M个滤波器区域对应的频域划分布局的各个声道中进行Gabor滤波后的图像的特征值的第3步骤; 以及第四步骤，基于图像的特征值来确定图像的纹理描述符。