1 statistical analysis and transfer of pictorial styles soonmin bae, frédo durand mit csail cgg
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1
Statistical Analysis and Transfer of Pictorial Styles
Soonmin Bae, Frédo Durand
MIT CSAIL CGG
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What can be “Styles”
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Objectives Quantitative characterization of style Style transfer between images Style interpolation and style manipulation
High freqLow freq
High freqLow freq
High freqLow freq
High freqLow freq
Energy distribution across frequencies
Approach
Manet
Ansel Adams
Signac
Natural Image
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Style Transfer (Frequency Histogram Matching)
From Signac, Manet and Ansel Adams to a casual snapshot
OriginalOriginal
ManetManet Ansel AdamsAnsel Adams
SignacSignac
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Applications
Style transfer for photo and video Image retrieval
– Helps distinguish images
Realistic graphics– Helps understand the difference b/w non-photo-
realistic and photo-realistic images– Helps enhance photo-realistic graphics.
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