Linear and Non-Linear Modelling of Scale-Orientation Signatures

Reyer Zwiggelaar; Christopher J. Taylor

doi:10.1007/978-1-4471-1597-7_24

Linear and Non-Linear Modelling of Scale-Orientation Signatures

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (ISBN)

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We describe a method for labelling image structure based on scale-orientation signatures. These signatures provide a rich and stable description of local structure and can be used as a basis for robust pixel classification. We demonstrate their application to synthetic images containing lines and blob-like features and to mammograms containing abnormal masses. Quantitative results are presented, using both linear and nonlinear classification methods.

Iaith wreiddiol	Saesneg
Teitl	Noblesse Workshop on Non-Linear Model Based Image Analysis
Is-deitl	Proceedings of NMBIA, 1–3 July 1998, Glasgow
Golygyddion	Stephen Marshall, Neal Richard Harvey, Druti Shah
Cyhoeddwr	Springer Nature
Tudalennau	152-157
Nifer y tudalennau	6
ISBN (Electronig)	978-1-4471-1597-7
ISBN (Argraffiad)	978-3-540-76258-4
Dynodwyr Gwrthrych Digidol (DOIs)	https://doi.org/10.1007/978-1-4471-1597-7_24
Statws	Cyhoeddwyd - 10 Gorff 1998
Cyhoeddwyd yn allanol	Ie
Digwyddiad	Proceedings Noblesse Workshop on Non-Linear Model Based Image Analysis - Glasgow, Teyrnas Unedig Prydain Fawr a Gogledd Iwerddon Hyd: 01 Gorff 1998 → 03 Gorff 1998

Cynhadledd

Cynhadledd	Proceedings Noblesse Workshop on Non-Linear Model Based Image Analysis
Teitl cryno	NMBIA
Gwlad/Tiriogaeth	Teyrnas Unedig Prydain Fawr a Gogledd Iwerddon
Dinas	Glasgow
Cyfnod	01 Gorff 1998 → 03 Gorff 1998

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10.1007/978-1-4471-1597-7_24

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@inproceedings{16c2b42fb55b413087d7ba269252fef8,

title = "Linear and Non-Linear Modelling of Scale-Orientation Signatures",

abstract = "We describe a method for labelling image structure based on scale-orientation signatures. These signatures provide a rich and stable description of local structure and can be used as a basis for robust pixel classification. We demonstrate their application to synthetic images containing lines and blob-like features and to mammograms containing abnormal masses. Quantitative results are presented, using both linear and nonlinear classification methods.",

author = "Reyer Zwiggelaar and Taylor, \{Christopher J.\}",

year = "1998",

month = jul,

day = "10",

doi = "10.1007/978-1-4471-1597-7\_24",

language = "English",

isbn = "978-3-540-76258-4",

pages = "152--157",

editor = "Stephen Marshall and Harvey, \{Neal Richard\} and Druti Shah",

booktitle = "Noblesse Workshop on Non-Linear Model Based Image Analysis",

publisher = "Springer Nature",

address = "Switzerland",

note = "Proceedings Noblesse Workshop on Non-Linear Model Based Image Analysis, NMBIA ; Conference date: 01-07-1998 Through 03-07-1998",

}

Zwiggelaar, R & Taylor, CJ 1998, Linear and Non-Linear Modelling of Scale-Orientation Signatures. yn S Marshall, NR Harvey & D Shah (gol.), Noblesse Workshop on Non-Linear Model Based Image Analysis: Proceedings of NMBIA, 1–3 July 1998, Glasgow. Springer Nature, tt. 152-157, Proceedings Noblesse Workshop on Non-Linear Model Based Image Analysis, Glasgow, Teyrnas Unedig Prydain Fawr a Gogledd Iwerddon, 01 Gorff 1998. https://doi.org/10.1007/978-1-4471-1597-7_24

Linear and Non-Linear Modelling of Scale-Orientation Signatures. / Zwiggelaar, Reyer; Taylor, Christopher J.
Noblesse Workshop on Non-Linear Model Based Image Analysis: Proceedings of NMBIA, 1–3 July 1998, Glasgow. gol. / Stephen Marshall; Neal Richard Harvey; Druti Shah. Springer Nature, 1998. t. 152-157.

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Trafodion Cynhadledd (ISBN)

TY - GEN

T1 - Linear and Non-Linear Modelling of Scale-Orientation Signatures

AU - Zwiggelaar, Reyer

AU - Taylor, Christopher J.

PY - 1998/7/10

Y1 - 1998/7/10

N2 - We describe a method for labelling image structure based on scale-orientation signatures. These signatures provide a rich and stable description of local structure and can be used as a basis for robust pixel classification. We demonstrate their application to synthetic images containing lines and blob-like features and to mammograms containing abnormal masses. Quantitative results are presented, using both linear and nonlinear classification methods.

AB - We describe a method for labelling image structure based on scale-orientation signatures. These signatures provide a rich and stable description of local structure and can be used as a basis for robust pixel classification. We demonstrate their application to synthetic images containing lines and blob-like features and to mammograms containing abnormal masses. Quantitative results are presented, using both linear and nonlinear classification methods.

U2 - 10.1007/978-1-4471-1597-7_24

DO - 10.1007/978-1-4471-1597-7_24

M3 - Conference Proceeding (ISBN)

SN - 978-3-540-76258-4

SP - 152

EP - 157

BT - Noblesse Workshop on Non-Linear Model Based Image Analysis

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A2 - Shah, Druti

PB - Springer Nature

T2 - Proceedings Noblesse Workshop on Non-Linear Model Based Image Analysis

Y2 - 1 July 1998 through 3 July 1998

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Linear and Non-Linear Modelling of Scale-Orientation Signatures

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