Transferring color to greyscale images
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
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ACM Transactions on Applied Perception (TAP)
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ACM SIGGRAPH 2006 Papers
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ACM SIGGRAPH 2007 papers
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ACM SIGGRAPH 2008 papers
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IEEE Computer Graphics and Applications
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ACM SIGGRAPH Asia 2009 papers
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ACM SIGGRAPH Asia 2010 papers
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ACM SIGGRAPH Asia 2010 papers
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ACM SIGGRAPH 2011 papers
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ACM SIGGRAPH 2011 papers
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Proceedings of the 2011 SIGGRAPH Asia Conference
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IEEE Transactions on Image Processing
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IEEE Transactions on Image Processing
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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.