1 statistical analysis and transfer of pictorial styles soonmin bae, frédo durand mit csail cgg
TRANSCRIPT
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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
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High freqLow freq
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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.