Please use this identifier to cite or link to this item:
|Title:||Manifold preserving edit propagation|
|Source:||Chen, X., Zou, D., Zhao, Q., Tan, P. (2012-11). Manifold preserving edit propagation. ACM Transactions on Graphics 31 (6) : -. ScholarBank@NUS Repository. https://doi.org/10.1145/2366145.2366151|
|Abstract:||We propose a novel edit propagation algorithm for interactive image and video manipulations. Our approach uses the locally linear embedding (LLE) to represent each pixel as a linear combination of its neighbors in a feature space. While previous methods require similar pixels to have similar results, we seek to maintain the manifold structure formed by all pixels in the feature space. Specifically, we require each pixel to be the same linear combination of its neighbors in the result. Compared with previous methods, our proposed algorithm is more robust to color blending in the input data. Furthermore, since every pixel is only related to a few nearest neighbors, our algorithm easily achieves good runtime efficiency. We demonstrate our manifold preserving edit propagation on various applications. © 2012 ACM.|
|Source Title:||ACM Transactions on Graphics|
|Appears in Collections:||Staff Publications|
Show full item record
Files in This Item:
There are no files associated with this item.
checked on Feb 28, 2018
WEB OF SCIENCETM
checked on Feb 21, 2018
checked on Feb 27, 2018
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.