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Saliency Driven Image Manipulation
Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor
Have you ever taken a picture only to find out that an unimportant background object ended up being overly salient? Or one of those team sports photos where your favorite player bl…
High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis
Chao Yang, Xin Lu, Zhe Lin +3
Recent advances in deep learning have shown exciting promise in filling large holes in natural images with semantically plausible and context aware details, impacting fundamental i…
Controlling Perceptual Factors in Neural Style Transfer
Leon A. Gatys, Alexander S. Ecker, Matthias Bethge +2
Neural Style Transfer has shown very exciting results enabling new forms of image manipulation. Here we extend the existing method to introduce control over spatial location, colou…
Generative Visual Manipulation on the Natural Image Manifold
Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman +1
Realistic image manipulation is challenging because it requires modifying the image appearance in a user-controlled way, while preserving the realism of the result. Unless the user…
Preserving Color in Neural Artistic Style Transfer
Leon A. Gatys, Matthias Bethge, Aaron Hertzmann +1
This note presents an extension to the neural artistic style transfer algorithm (Gatys et al.). The original algorithm transforms an image to have the style of another given image.…
Appearance Harmonization for Single Image Shadow Removal
Liqian Ma, Jue Wang, Eli Shechtman +2
Shadows often create unwanted artifacts in photographs, and removing them can be very challenging. Previous shadow removal methods often produce de-shadowed regions that are visual…