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Segmentation of Space-Variant Texture Images Using Gabor Filter Bank
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- NAKAMURA Takashi
- Department of Information Science, Faculty of Engineering, Utsunomiya University
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- MIYAMICHI Juichi
- Department of Information Science, Faculty of Engineering, Utsunomiya University
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- OKOMBI-DIBA Bertin
- Department of Information Science, Faculty of Engineering, Utsunomiya University
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- SHOJI Kenji
- Department of Information Science, Faculty of Engineering, Utsunomiya University
Bibliographic Information
- Other Title
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- 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
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- IPSJ SIG Notes. CVIM
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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
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- CRID
- 1573668926893920512
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- NII Article ID
- 110002674303
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- NII Book ID
- AA11131797
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- ISSN
- 09196072
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- Text Lang
- ja
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- Data Source
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- CiNii Articles