Please use this identifier to cite or link to this item: https://doi.org/10.1145/2366145.2366151
Title: Manifold preserving edit propagation
Authors: Chen, X.
Zou, D.
Zhao, Q.
Tan, P. 
Keywords: Colorization
Edit Propagation
Manifold Preserving
Matting
Recoloring
Issue Date: Nov-2012
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
URI: http://scholarbank.nus.edu.sg/handle/10635/70881
ISSN: 07300301
DOI: 10.1145/2366145.2366151
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

SCOPUSTM   
Citations

62
checked on Dec 6, 2017

WEB OF SCIENCETM
Citations

11
checked on Nov 20, 2017

Page view(s)

146
checked on Dec 10, 2017

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.