The Promise and Perils of Near-Regular Texture |
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Authors: | Liu Yanxi Tsin Yanghai Lin Wen-Chieh |
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Affiliation: | (1) The Robotics Institute, Carnegie Mellon University, 5000 Forbes Ave, Pittsburgh, PA, 15213, USA |
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Abstract: | Motivated by the low structural fidelity for near-regular textures in current texture synthesis algorithms, we propose and implement an alternative texture synthesis method for near-regular texture. We view such textures as statistical departures from regular patterns and argue that a thorough understanding of their structures in terms of their translation symmetries can enhance existing methods of texture synthesis. We demonstrate the perils of texture synthesis for near-regular texture and the promise of faithfully preserving the regularity as well as the randomness in a near-regular texture sample. |
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Keywords: | near-regular texture texture synthesis lattice texture analysis symmetry groups |
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