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Carnegie Mellon Robotics Institute

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Abstract

In this work, we demonstrate the promise and perils of texture analysis and texture synthesis applied to near-regular patterns. We propose a novel view of texture as statistical departures from regular patterns. We shall show that a true understanding of near-regular texture structures based on their translation symmetries can enhance existing methods of texture synthesis. Our texture synthesis result shows the promise of faithfully preserving the regularity as well as the randomness presented in a texture sample.

Notes

Associated Center(s) / Consortia: Vision and Autonomous Systems Center

Associated Lab(s) / Group(s): Computational Symmetry

Associated Project(s): Near Regular Texture -- Analysis, Synthesis and Manipulation

Text Reference

Yanxi Liu and Yanghai Tsin, "The Promise and Perils of Near-Regular Texture," Texture 2002, the 2nd International Workshop on Texture Analysis and Synthesis, associated with the European Conference on Computer Vision 2002 (ECCV'02), 2002.

BibTeX Reference

@inproceedings{Liu_2002_3957,
   author = "Yanxi Liu and Yanghai Tsin",
   title = "The Promise and Perils of Near-Regular Texture",
   booktitle = "Texture 2002, the 2nd International Workshop on Texture Analysis and Synthesis, associated with the European Conference on Computer Vision 2002 (ECCV'02)",
   year = "2002",
}

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