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

2. 2 What can be “Styles”

3. 3 Objectives  Quantitative characterization of style  Style transfer between images  Style interpolation and style manipulation High freqLow freq High freqLow freq High freqLow freq High freq Low freq  Energy distribution across frequencies Approach Manet Ansel Adams Signac Natural Image

4. 4 Style Transfer (Frequency Histogram Matching)  From Signac, Manet and Ansel Adams to a casual snapshot Original Manet Ansel Adams Signac

5. 5 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.