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

Civil Engineering

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