EE4212 Computer Vision
Assignment 3: Non-parametric Texture Synthesis

Vo Nguyen Khang - U084040W

Abstract

Texture synthesis is a method to generate a large texture from a smaller sample. In this assignment, two texture synthesis algorithms (Efros & Leung algorithm [1] and its extension [2]) are implemented and applied on the given texture samples to generate larger texture images with similar visual appearance to those samples.

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PIC PIC PIC Fig. 1: Basic synthesis results

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PIC PIC PIC Fig. 2: Patch based synthesis results

REFERENCES

[1]    A. A. Efros and T. K. Leung, “Texture synthesis by non-parametric sampling,” in IEEE International Conference on Computer Vision, Corfu, Greece, September 1999, pp. 1033–1038.

[2]    A. A. Efros and W. T. Freeman, “Image quilting for texture synthesis and transfer,” Proceedings of SIGGRAPH 2001, pp. 341–346, August 2001.