Information
- Publication Type: Journal Paper (without talk)
- Workgroup(s)/Project(s):
- Date: November 2012
- Journal: The Visual Computer
- Number: 11
- Pages (from): 1173
- Pages (to): 1186
- Volume: 29
- Keywords: interactive image editing, color manipulation, image processing, recoloring, computational photography
Abstract
We propose a new method for interactive image color replacement that creates smooth and naturally looking results with minimal user interaction. Our system expects as input a source image and rawly scribbled target color values and generates high quality results in interactive rates. To achieve this goal we introduce an algorithm that preserves pairwise distances of the signatures in the original image and simultaneously maps the color to the user defined target values. We propose efficient sub-sampling in order to reduce the computational load and adapt semi-supervised locally linear embedding to optimize the constraints in one objective function. We show the application of the algorithm on typical photographs and compare the results to other color replacement methods.
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BibTeX
@article{musialski_2012_fice,
title = "A Framework for Interactive Image Color Editing",
author = "Przemyslaw Musialski and Ming Cui and Jieping Ye and
Anshuman Razdan and Peter Wonka",
year = "2012",
abstract = "We propose a new method for interactive image color
replacement that creates smooth and naturally looking
results with minimal user interaction. Our system expects as
input a source image and rawly scribbled target color values
and generates high quality results in interactive rates. To
achieve this goal we introduce an algorithm that preserves
pairwise distances of the signatures in the original image
and simultaneously maps the color to the user defined target
values. We propose efficient sub-sampling in order to reduce
the computational load and adapt semi-supervised locally
linear embedding to optimize the constraints in one
objective function. We show the application of the algorithm
on typical photographs and compare the results to other
color replacement methods.",
month = nov,
journal = "The Visual Computer",
number = "11",
volume = "29",
pages = "1173--1186",
keywords = "interactive image editing, color manipulation, image
processing, recoloring, computational photography",
URL = "https://www.cg.tuwien.ac.at/research/publications/2012/musialski_2012_fice/",
}