Patch-Based Texture Synthesis Using Wavelets

Patch-based texture synthesis builds a texture by joining together blocks of pixels - patches - of the original sample. Usually the best patches are selected among all possible using a L2 norm on the RGB or grayscale pixel values of boundary zones. The L2 metric provides the raw pixel-to-pixel diffe...

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Bibliographic Details
Main Authors: Tonietto, L., Walter, M., Jung, C.R.
Format: Conference Proceeding
Language:English
Subjects:
Computer errors
Computer graphics
Gray-scale
Humans
Image processing
Image resolution
Pixel
Surface texture
Visual system
Wavelet coefficients
Online Access:Request full text
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Description
Summary:Patch-based texture synthesis builds a texture by joining together blocks of pixels - patches - of the original sample. Usually the best patches are selected among all possible using a L2 norm on the RGB or grayscale pixel values of boundary zones. The L2 metric provides the raw pixel-to-pixel difference, disregarding relevant image structures - such as edges - that are relevant in the human visual system and therefore on synthesis of new textures. We present a wavelet-based approach for selecting patches for patch-based texture synthesis. For each possible patch we compute the wavelet coefficients for the boundary region and pick the patch with the smallest error computed from the wavelet coefficients. We show that the use of wavelets as metric for selection of the best patches improves texture synthesis for samples which previous work fails, mainly textures with prominent aligned features.
ISSN:1530-1834
2377-5416
DOI:10.1109/SIBGRAPI.2005.37