Affine invariant texture analysis based on structural properties

Jianguo Zhang; Tieniu Tan

Affine invariant texture analysis based on structural properties

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This paper presents a new texture analysis method based on structural properties. The texture features extracted using this algorithm are invariant to affine transform (including rotation, translation, scaling, and skewing). Affine invariant structural properties are derived based on texel areas. An area-ratio map utilizing these properties is introduced to characterize texture images. Histogram based on this map is constructed for texture classification. Efficiency of this algorithm for affine invariant texture classification is demonstrated using Brodatz textures.

Original language	English
Title of host publication	Proceedings of the Fifth Asian Conference on Computer Vision (ACCV 2002)
Editors	Alireza Bab-Hadiashar, David Suter
Publisher	Asian Federation of Computer Vision Societies
Pages	216-221
Number of pages	6
ISBN (Print)	9780958025607, 0958025606
Publication status	Published - 2002
Event	ACCV2002: The 5th Asian Conference on Computer Vision - Melbourne, Melbourne, Australia Duration: 23 Jan 2002 → 25 Jan 2002

Conference

Conference	ACCV2002: The 5th Asian Conference on Computer Vision
Country/Territory	Australia
City	Melbourne
Period	23/01/02 → 25/01/02

Cite this

@inproceedings{0e6e9c2b9a8646a08149d10cd9a91bb3,

title = "Affine invariant texture analysis based on structural properties",

abstract = "This paper presents a new texture analysis method based on structural properties. The texture features extracted using this algorithm are invariant to affine transform (including rotation, translation, scaling, and skewing). Affine invariant structural properties are derived based on texel areas. An area-ratio map utilizing these properties is introduced to characterize texture images. Histogram based on this map is constructed for texture classification. Efficiency of this algorithm for affine invariant texture classification is demonstrated using Brodatz textures.",

author = "Jianguo Zhang and Tieniu Tan",

year = "2002",

language = "English",

isbn = "9780958025607",

pages = "216--221",

editor = "Bab-Hadiashar, {Alireza } and Suter, {David }",

booktitle = "Proceedings of the Fifth Asian Conference on Computer Vision (ACCV 2002)",

publisher = "Asian Federation of Computer Vision Societies",

note = "ACCV2002: The 5th Asian Conference on Computer Vision ; Conference date: 23-01-2002 Through 25-01-2002",

}

TY - GEN

T1 - Affine invariant texture analysis based on structural properties

AU - Zhang, Jianguo

AU - Tan, Tieniu

PY - 2002

Y1 - 2002

N2 - This paper presents a new texture analysis method based on structural properties. The texture features extracted using this algorithm are invariant to affine transform (including rotation, translation, scaling, and skewing). Affine invariant structural properties are derived based on texel areas. An area-ratio map utilizing these properties is introduced to characterize texture images. Histogram based on this map is constructed for texture classification. Efficiency of this algorithm for affine invariant texture classification is demonstrated using Brodatz textures.

AB - This paper presents a new texture analysis method based on structural properties. The texture features extracted using this algorithm are invariant to affine transform (including rotation, translation, scaling, and skewing). Affine invariant structural properties are derived based on texel areas. An area-ratio map utilizing these properties is introduced to characterize texture images. Histogram based on this map is constructed for texture classification. Efficiency of this algorithm for affine invariant texture classification is demonstrated using Brodatz textures.

M3 - Conference contribution

SN - 9780958025607

SN - 0958025606

SP - 216

EP - 221

BT - Proceedings of the Fifth Asian Conference on Computer Vision (ACCV 2002)

A2 - Bab-Hadiashar, Alireza

A2 - Suter, David

PB - Asian Federation of Computer Vision Societies

T2 - ACCV2002: The 5th Asian Conference on Computer Vision

Y2 - 23 January 2002 through 25 January 2002

ER -

Affine invariant texture analysis based on structural properties

Abstract

Conference

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Cite this