Segmentation of Space-Variant Texture Images Using Gabor Filter Bank

  • NAKAMURA Takashi
    Department of Information Science, Faculty of Engineering, Utsunomiya University
  • MIYAMICHI Juichi
    Department of Information Science, Faculty of Engineering, Utsunomiya University
  • OKOMBI-DIBA Bertin
    Department of Information Science, Faculty of Engineering, Utsunomiya University
  • SHOJI Kenji
    Department of Information Science, Faculty of Engineering, Utsunomiya University

Bibliographic Information

Other Title
  • ガボールフィルタを用いた連続的に変化するテクスチャ画像の領域分割

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Description

Segmentation of texture regions with spacially varying textures is addressed in this paper. Usually, the goal of texture segmentation is to split the image into disjoint regions such that within each region there is a homogeneity of texture properties. But, a region with spacially varying texture properties is recognized as an integral part if the texture properties change smoothly. In this paper, using Gabor filter set and calcurating the texture gradients, texture boundaries are located where texture properties change abruptly. Inside the region no boundary edge are detected since texture properties change smoothly. Some experimental results show the effectiveness of the proposed texture segmentation method.

Journal

  • IPSJ SIG Notes. CVIM

    IPSJ SIG Notes. CVIM 108 47-54, 1997-11-27

    Information Processing Society of Japan (IPSJ)

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Details 詳細情報について

  • CRID
    1573668926893920512
  • NII Article ID
    110002674303
  • NII Book ID
    AA11131797
  • ISSN
    09196072
  • Text Lang
    ja
  • Data Source
    • CiNii Articles

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