Singular spectrum analysis for image processing

被引：1

作者：

Rodriguez-Aragon, Licesio J. ^{[2
]}

Zhigljavsky, Anatoly ^{[1
]}

机构：

[1] Cardiff Univ, Sch Math, Cardiff CF2 4YH, S Glam, Wales

[2] Univ Castilla La Mancha, Dept Math, E-13071 Ciudad Real, Spain

来源：

STATISTICS AND ITS INTERFACE | 2010年 / 3卷 / 03期

关键词：

Singular spectrum analysis; Time series analysis; Distance between images; Face verification;

D O I：

暂无

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

A technique of image processing based on application of the Singular Spectrum Analysis (SSA) is discussed and illustrated on the problem of demising the celebrated 'Lena' image corrupted with noise. Also, SSA-based distances between two images are introduced and suggested for a possible use in the face verification problem.

引用

页码：419 / 426

页数：8

共 50 条

[31] A robust approach to singular spectrum analysis
Rodrigues, Paulo Canas
Lourenco, Vanda
Mahmoudvand, Rahim
[J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2018, 34 (07) : 1437 - 1447
[32] Signal Identification in Singular Spectrum Analysis
Khan, Atikur R.
Poskitt, D. S.
[J]. AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS, 2016, 58 (01) : 71 - 98
[33] Optimal filtering in singular spectrum analysis
Allen, Myles R.
Smith, Leonard A.
[J]. Physics Letters, Section A: General, Atomic and Solid State Physics, 1997, 234 (06): : 419 - 428
[34] Singular Spectrum Analysis of Exoplanetary Transits
Fatheddin, Hossein
Sajadian, Sedighe
[J]. ASTRONOMICAL JOURNAL, 2024, 168 (02):
[35] Revenue characterisation with Singular Spectrum Analysis
Sambasivan, Rajiv
[J]. JOURNAL OF BUSINESS ANALYTICS, 2021, 4 (02) : 140 - 154
[36] Automatic Grouping in Singular Spectrum Analysis
Kalantari, Mahdi
Hassani, Hossein
[J]. FORECASTING, 2019, 1 (01): : 189 - 204
[37] Singular Spectrum Analysis in Astrometry and Geodynamics
Vityazev, V. V.
Miller, N. O.
Prudnikova, E. Ja.
[J]. MATHEMATICS AND ASTRONOMY: A JOINT LONG JOURNEY, 2010, 1283 : 317 - 326
[38] Contrastive Multivariate Singular Spectrum Analysis
Dirie, Abdi-Hakin
Abid, Abubakar
Zou, James
[J]. 2019 57TH ANNUAL ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING (ALLERTON), 2019, : 1122 - 1127
[39] Singular Spectrum Analysis for Gait Patterns
Jarchi, Delaram
Yang, Guang-Zhong
[J]. 2013 IEEE INTERNATIONAL CONFERENCE ON BODY SENSOR NETWORKS (BSN), 2013,
[40] On the singular values of the Hankel matrix with application in singular spectrum analysis
Mahmoudvand, Rahim
Zokaei, Mohammad
[J]. CHILEAN JOURNAL OF STATISTICS, 2012, 3 (01): : 43 - 56

← 1 2 3 4 5 →