Texture description by independent components

D de Ridder; RPW Duin; J Kittler

Texture description by independent components

D de Ridder
, RPW Duin
, J Kittler

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

5 Citations (Scopus)

Abstract

A model for probabilistic independent component subspace analysis is developed and applied to texture description. Experiments show it to perform comparably to a Gaussian model, and to be useful mainly for problems in which the detection of little occurring, high-frequency image elements is important.

Original language	Undefined/Unknown
Title of host publication	Structural, Syntactic, and Statistical Pattern Recognition, Proceedings
Editors	T Caelli, A Amin, RPW Duin, M Kamel, D de Ridder
Place of Publication	Berlin
Publisher	Springer
Pages	587-596
Number of pages	10
ISBN (Print)	3-540-44011-9
Publication status	Published - 2002
Event	Joint IAPR International Workshops SSPR'02 and SPR'02 (Windsor, Canada) - Berlin Duration: 6 Aug 2002 → 9 Aug 2002

Publication series

Name
Publisher	Springer Verlag

Name	Lecture Notes in Computer Science
Volume	2396
ISSN (Print)	0302-9743

Conference

Conference	Joint IAPR International Workshops SSPR'02 and SPR'02 (Windsor, Canada)
Period	6/08/02 → 9/08/02

Bibliographical note

ISSN 0302-9743, phpub 27

Keywords

conference contrib. refereed
ZX CWTS JFIS < 1.00

Cite this

@inproceedings{d5a9703bbf1b40439bbc47dc50b65fd1,

title = "Texture description by independent components",

abstract = "A model for probabilistic independent component subspace analysis is developed and applied to texture description. Experiments show it to perform comparably to a Gaussian model, and to be useful mainly for problems in which the detection of little occurring, high-frequency image elements is important.",

keywords = "conference contrib. refereed, ZX CWTS JFIS < 1.00",

author = "\{de Ridder\}, D and RPW Duin and J Kittler",

note = "ISSN 0302-9743, phpub 27; Joint IAPR International Workshops SSPR'02 and SPR'02 (Windsor, Canada) ; Conference date: 06-08-2002 Through 09-08-2002",

year = "2002",

language = "Undefined/Unknown",

isbn = "3-540-44011-9",

publisher = "Springer",

pages = "587--596",

editor = "T Caelli and A Amin and RPW Duin and M Kamel and \{de Ridder\}, D",

booktitle = "Structural, Syntactic, and Statistical Pattern Recognition, Proceedings",

}

de Ridder, D, Duin, RPW & Kittler, J 2002, Texture description by independent components. in T Caelli, A Amin, RPW Duin, M Kamel & D de Ridder (eds), Structural, Syntactic, and Statistical Pattern Recognition, Proceedings. Lecture Notes in Computer Science, vol. 2396, Springer, Berlin, pp. 587-596, Joint IAPR International Workshops SSPR'02 and SPR'02 (Windsor, Canada), 6/08/02.

Texture description by independent components. / de Ridder, D; Duin, RPW; Kittler, J.
Structural, Syntactic, and Statistical Pattern Recognition, Proceedings. ed. / T Caelli; A Amin; RPW Duin; M Kamel; D de Ridder. Berlin: Springer, 2002. p. 587-596 (Lecture Notes in Computer Science; Vol. 2396).

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Texture description by independent components

AU - de Ridder, D

AU - Duin, RPW

AU - Kittler, J

N1 - ISSN 0302-9743, phpub 27

PY - 2002

Y1 - 2002

N2 - A model for probabilistic independent component subspace analysis is developed and applied to texture description. Experiments show it to perform comparably to a Gaussian model, and to be useful mainly for problems in which the detection of little occurring, high-frequency image elements is important.

AB - A model for probabilistic independent component subspace analysis is developed and applied to texture description. Experiments show it to perform comparably to a Gaussian model, and to be useful mainly for problems in which the detection of little occurring, high-frequency image elements is important.

KW - conference contrib. refereed

KW - ZX CWTS JFIS < 1.00

UR - http://link.springer.de/link/service/series/0558/bibs/2396/23960587.htm

M3 - Conference contribution

SN - 3-540-44011-9

SP - 587

EP - 596

BT - Structural, Syntactic, and Statistical Pattern Recognition, Proceedings

A2 - Caelli, T

A2 - Amin, A

A2 - Duin, RPW

A2 - Kamel, M

A2 - de Ridder, D

PB - Springer

CY - Berlin

T2 - Joint IAPR International Workshops SSPR'02 and SPR'02 (Windsor, Canada)

Y2 - 6 August 2002 through 9 August 2002

ER -

Texture description by independent components

Abstract

Publication series

Conference

Bibliographical note

Keywords

Other files and links

Cite this