Wavelet-based dynamic time warping

被引：7

作者：

Barbon, Sylvio, Jr. ^{[1
]}

Guido, Rodrigo Capobianco ^{[1
]}

Vieira, Lucimar Sasso ^{[1
]}

Fonseca, Everthon Silva ^{[2
]}

Sanchez, Fabricio Lopes ^{[2
]}

Scalassara, Paulo Rogerio ^{[2
]}

Maciel, Carlos Dias ^{[2
]}

Pereira, Jose Carlos ^{[2
]}

Chen, Shi-Huang ^{[3
]}

机构：

[1] Univ Sao Paulo, Inst Phys, BR-13566590 Sao Carlos, SP, Brazil

[2] Univ Sao Paulo, Sch Engn, BR-13566590 Sao Carlos, SP, Brazil

[3] Shu Te Univ, Dept Comp Sci & Informat Engn, Kaohsiung 824, Taiwan

来源：

JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS | 2009年 / 227卷 / 02期

关键词：

Dynamic time warping; Discrete wavelet transform; Pattern recognition in spoken language;

D O I：

10.1016/j.cam.2008.03.015

中图分类号：

O29 [应用数学];

学科分类号：

070104 ;

摘要：

Dynamic Time Warping (DTW), a pattern matching technique traditionally used for restricted vocabulary speech recognition, is based on a temporal alignment of the input signal with the template models. The principal drawback of DTW is its high computational cost as the lengths of the signals increase. This paper shows extended results over our previously published conference paper, which introduces an optimized version of the DTW I hat is based on the Discrete Wavelet Transform (DWT). (C) 2008 Elsevier B.V. All rights reserved.

引用

页码：271 / 287

页数：17

共 50 条

[1] Improved dynamic time warping based on the discrete wavelet transform
Barbon, Sylvio, Jr.
Guido, Rodrigo Capobianco
Chen, Shi-Huang
Vieira, Lucimar Sasso
Sanchez, Fabricio Lopes
ISM WORKSHOPS 2007: NINTH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA - WORKSHOPS, PROCEEDINGS, 2007, : 256 - +
[2] A wavelet-based video coding scheme using image warping prediction
Heising, G
Marpe, D
Cycon, HL
1998 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL 1, 1998, : 84 - 86
[3] Diagnosis of Malaria Using Wavelet Coefficients and Dynamic Time Warping
Pandit P.
Anand A.
International Journal of Applied and Computational Mathematics, 2019, 5 (2)
[4] Wavelet-based regularization of dynamic data reconciliation
Kong, TF
Chen, BZ
He, XR
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2002, 41 (14) : 3405 - 3412
[5] Dynamic wavelet-based tool for gearbox diagnosis
Omar, Farag K.
Gaouda, A. M.
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2012, 26 : 190 - 204
[6] Wavelet-Based Visual Analysis of Dynamic Networks
Dal Col, Alcebiades
Valdivia, Paola
Petronetto, Fabiano
Dias, Fabio
Silva, Claudio T.
Gustavo Nonato, L.
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2018, 24 (08) : 2456 - 2469
[7] FEATURE BASED DYNAMIC TIME WARPING
Ying Xie
Li Fangping
PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING (ICACTE 2009), VOLS 1 AND 2, 2009, : 1785 - 1792
[8] Wavelet-based detection of outliers in time series
Bilen, C
Huzurbazar, S
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2002, 11 (02) : 311 - 327
[9] Wavelet-based bootstrap for time series analysis
Feng, H
Willemain, TR
Shang, N
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2005, 34 (02) : 393 - 413
[10] A wavelet-based method for time series forecasting
Dominguez, Gabriela
Guevara, Miguel
Mendoza, Marcelo
Zamora, Juan
2012 31ST INTERNATIONAL CONFERENCE OF THE CHILEAN COMPUTER SCIENCE SOCIETY (SCCC 2012), 2012, : 91 - 94

← 1 2 3 4 5 →