1 Statistical Analysis and Transfer of Pictorial Styles Soonmin Bae, Frédo Durand MIT CSAIL CGG.

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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

High freqLow freq

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.