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A multiresolution spline with application to image mosaics
Open accessAbstract
We define a multiresolution spline technique for combining two or more images into a larger image mosaic.In this procedure, the images to be splined are first decomposed into a set of band-pass filtered component images.Next, the component images in each spatial frequency band are assembled into a corresponding band-pass mosaic.In this step, component images are joined using a weighted average within a transition zone which is proportional in size to the wave lengths represented in the band.Finally, these band-pass mosaic images are summed to obtain the desired image mosaic.In this way, the spline is matched to the scale of features within the images themselves.When coarse features occur near borders, these are blended gradually over a relatively large distance without blurring or otherwise degrading finer image details in the neighborhood of the border.
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Marr, D., & Hildreth, E. (1980) · Proceedings of the Royal Society of London. Series B. Biological Sciences · doi:10.1098/rspb.1980.0020 · Cited by 6,510
The Laplacian pyramid as a compact image code
Burt, P., & Adelson, E. (1983) · IEEE Transactions on Communications · doi:10.1109/tcom.1983.1095851 · Cited by 6,077
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scikit-image: image processing in Python
(2014) · doi:10.7717/peerj.453 · Cited by 6,794
Pérez, P., Gangnet, M., & Blake, A. (2003) · ACM Transactions on Graphics · doi:10.1145/882262.882269 · Cited by 1,773
Synthesizing Obama: learning lip sync from audio
Suwajanakorn, S., Seitz, S. M., & Kemelmacher-Shlizerman, I. (2017) · ACM Transactions on Graphics · doi:10.1145/3072959.3073640 · Cited by 1,057
Video Rewrite: driving visual speech with audio
Bregler, C., Covell, M., & Slaney, M. (1997) · Proceedings of the 24th annual conference on Computer graphics and interactive techniques - SIGGRAPH '97 · doi:10.1145/258734.258880 · Cited by 669
High-resolution neural face swapping for visual effects
Naruniec, J., Helminger, L., Schroers, C., & Weber, R. M. (2020) · Computer Graphics Forum · doi:10.1111/cgf.14062 · Cited by 154
Metadata
- Authors
- Burt, P. J., & Adelson, E. H.
- Venue
- ACM Transactions on Graphics
- Published
- 1983-10
- Volume
- 2
- Issue
- 4
- Pages
- 217-236
- ISSN
- 0730-0301 (ISSN-L)
- 1557-7368
- OpenAlex
- W2153709524
- Cited by
- 1,110
- References
- 2
- FWCI
- 17.30
- Type
- journal article
- Language
- en
- Open access
- bronze
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- Burt, P. J., & Adelson, E. H. (1983). A multiresolution spline with application to image mosaics. ACM Transactions on Graphics. https://doi.org/10.1145/245.247
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