A New Texture Synthesis Algorithm Based on Wavelet Packet Tree
Joint Authors
Sung, Tze-Yun
Hsin, Hsi-Chin
Cattani, Carlo
Shieh, Yaw-Shih
Source
Mathematical Problems in Engineering
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-05-17
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
This paper presents an efficient texture synthesis based on wavelet packet tree (TSWPT).
It has the advantage of using a multiresolution representation with a greater diversity of bases functions for the nonlinear time series applications such as fractal images.
The input image is decomposed into wavelet packet coefficients, which are rearranged and organized to form hierarchical trees called wavelet packet trees.
A 2-step matching, that is, coarse matching based on low-frequency wavelet packet coefficients followed by fine matching based on middle-high-frequency wavelet packet coefficients, is proposed for texture synthesis.
Experimental results show that the TSWPT algorithm is preferable, especially in terms of computation time.
American Psychological Association (APA)
Hsin, Hsi-Chin& Sung, Tze-Yun& Shieh, Yaw-Shih& Cattani, Carlo. 2012. A New Texture Synthesis Algorithm Based on Wavelet Packet Tree. Mathematical Problems in Engineering،Vol. 2012, no. 2012, pp.1-12.
https://search.emarefa.net/detail/BIM-1001491
Modern Language Association (MLA)
Hsin, Hsi-Chin…[et al.]. A New Texture Synthesis Algorithm Based on Wavelet Packet Tree. Mathematical Problems in Engineering No. 2012 (2012), pp.1-12.
https://search.emarefa.net/detail/BIM-1001491
American Medical Association (AMA)
Hsin, Hsi-Chin& Sung, Tze-Yun& Shieh, Yaw-Shih& Cattani, Carlo. A New Texture Synthesis Algorithm Based on Wavelet Packet Tree. Mathematical Problems in Engineering. 2012. Vol. 2012, no. 2012, pp.1-12.
https://search.emarefa.net/detail/BIM-1001491
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1001491