In search of textons

Heung Yeung Shum

doi:10.1109/SMI.2003.1199616

In search of textons

Heung Yeung Shum^*

^*Corresponding author for this work

Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review

Abstract

Texture analysis and synthesis has been studied extensively by many vision and graphics researchers. A very useful concept in texture analysis is texton or the basic element of a texture image. However, it remains unclear how to de- fine a texton despite the fact that Julesz proposed the term "texton" more than twenty years ago. In this talk, I will propose a two-level statistical model with textons and their distribution for texture analysis and synthesis, with the emphasis on how to define textons computationally. Specifi- cally, I will present our recent work on searching for 2D textons in patch-based texture synthesis (ACM ToG, July 2001), 3D textons in Bi-directional texture function (BTF) synthesis (Siggraph'2002) and 1D motion textons in motion texture synthesis (Siggraph'2002).

Original language	English
Title of host publication	Proceedings - SMI 2003
Subtitle of host publication	Shape Modeling International 2003
Pages	197
Number of pages	1
DOIs	https://doi.org/10.1109/SMI.2003.1199616
Publication status	Published - 2003
Externally published	Yes
Event	2003 Shape Modeling International, SMI 2003 - Seoul, Korea, Republic of Duration: 12 May 2003 → 15 May 2003

Publication series

Name	Proceedings - SMI 2003: Shape Modeling International 2003

Conference

Conference	2003 Shape Modeling International, SMI 2003
Country/Territory	Korea, Republic of
City	Seoul
Period	12/05/03 → 15/05/03

Access to Document

10.1109/SMI.2003.1199616

Cite this

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title = "In search of textons",

abstract = "Texture analysis and synthesis has been studied extensively by many vision and graphics researchers. A very useful concept in texture analysis is texton or the basic element of a texture image. However, it remains unclear how to de- fine a texton despite the fact that Julesz proposed the term {"}texton{"} more than twenty years ago. In this talk, I will propose a two-level statistical model with textons and their distribution for texture analysis and synthesis, with the emphasis on how to define textons computationally. Specifi- cally, I will present our recent work on searching for 2D textons in patch-based texture synthesis (ACM ToG, July 2001), 3D textons in Bi-directional texture function (BTF) synthesis (Siggraph'2002) and 1D motion textons in motion texture synthesis (Siggraph'2002).",

author = "Shum, \{Heung Yeung\}",

year = "2003",

doi = "10.1109/SMI.2003.1199616",

language = "English",

isbn = "0769519091",

series = "Proceedings - SMI 2003: Shape Modeling International 2003",

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AU - Shum, Heung Yeung

PY - 2003

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N2 - Texture analysis and synthesis has been studied extensively by many vision and graphics researchers. A very useful concept in texture analysis is texton or the basic element of a texture image. However, it remains unclear how to de- fine a texton despite the fact that Julesz proposed the term "texton" more than twenty years ago. In this talk, I will propose a two-level statistical model with textons and their distribution for texture analysis and synthesis, with the emphasis on how to define textons computationally. Specifi- cally, I will present our recent work on searching for 2D textons in patch-based texture synthesis (ACM ToG, July 2001), 3D textons in Bi-directional texture function (BTF) synthesis (Siggraph'2002) and 1D motion textons in motion texture synthesis (Siggraph'2002).

AB - Texture analysis and synthesis has been studied extensively by many vision and graphics researchers. A very useful concept in texture analysis is texton or the basic element of a texture image. However, it remains unclear how to de- fine a texton despite the fact that Julesz proposed the term "texton" more than twenty years ago. In this talk, I will propose a two-level statistical model with textons and their distribution for texture analysis and synthesis, with the emphasis on how to define textons computationally. Specifi- cally, I will present our recent work on searching for 2D textons in patch-based texture synthesis (ACM ToG, July 2001), 3D textons in Bi-directional texture function (BTF) synthesis (Siggraph'2002) and 1D motion textons in motion texture synthesis (Siggraph'2002).

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U2 - 10.1109/SMI.2003.1199616

DO - 10.1109/SMI.2003.1199616

M3 - Conference Paper published in a book

AN - SCOPUS:84884764771

SN - 0769519091

SN - 9780769519098

T3 - Proceedings - SMI 2003: Shape Modeling International 2003

SP - 197

BT - Proceedings - SMI 2003

T2 - 2003 Shape Modeling International, SMI 2003

Y2 - 12 May 2003 through 15 May 2003

ER -

In search of textons

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