Image melding
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Abstract
Current methods for combining two different images produce visible artifacts when the sources have very different textures and structures. We present a new method for synthesizing a transition region between two source images, such that inconsistent color, texture, and structural properties all change gradually from one source to the other. We call this process image melding . Our method builds upon a patch-based optimization foundation with three key generalizations: First, we enrich the patch search space with additional geometric and photometric transformations. Second, we integrate image gradients into the patch representation and replace the usual color averaging with a screened Poisson equation solver.…
Citation impact
566
total citations
- FWCI
- 22.19
- Percentile
- 100%
- References
- 40
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Authors
5Topics & keywords
Topics
Keywords
- Image stitching
- Computer science
- Image (mathematics)
- Artificial intelligence
- Representation (politics)
- Computer vision
- Object (grammar)
- Image editing
UN Sustainable Development Goals
- Affordable and clean energy
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