Patch-Based Texture Synthesis Using Exemplar Images for High-Quality Results
- Login to Download
- 1 Credits
Resource Overview
Detailed Documentation
Exemplar-based texture synthesis is a technique that applies texture patterns from a source image to a target image. This approach typically utilizes patch-based matching and composition methods to achieve highly realistic and natural-looking results. Patch matching synthesis operates by identifying similar image patches between source and target images, then aligning and blending these patches seamlessly. Core implementation aspects include: using sliding window algorithms to extract patches, implementing similarity metrics (like SSD or NCC) for patch comparison, and applying gradient-domain blending techniques for smooth transitions. This robust patch-based texture synthesis technique finds widespread applications in image processing, computer vision, and graphics applications including texture transfer, image completion, and super-resolution tasks.
- Login to Download
- 1 Credits