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Image Stylization

8 papers with code · Computer Vision
Subtask of Style Transfer

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Greatest papers with code

A Closed-form Solution to Photorealistic Image Stylization

ECCV 2018 NVIDIA/FastPhotoStyle

Photorealistic image stylization concerns transferring style of a reference photo to a content photo with the constraint that the stylized photo should remain photorealistic.

IMAGE STYLIZATION

Instance Normalization: The Missing Ingredient for Fast Stylization

27 Jul 2016lengstrom/fast-style-transfer

It this paper we revisit the fast stylization method introduced in Ulyanov et.

IMAGE GENERATION IMAGE STYLIZATION

Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis

CVPR 2017 DmitryUlyanov/texture_nets

The recent work of Gatys et al., who characterized the style of an image by the statistics of convolutional neural network filters, ignited a renewed interest in the texture generation and image stylization problems.

IMAGE GENERATION IMAGE STYLIZATION TEXTURE SYNTHESIS

A Style-Aware Content Loss for Real-time HD Style Transfer

ECCV 2018 CompVis/adaptive-style-transfer

These and our qualitative results ranging from small image patches to megapixel stylistic images and videos show that our approach better captures the subtle nature in which a style affects content.

IMAGE STYLIZATION

Image Super-Resolution by Neural Texture Transfer

CVPR 2019 ZZUTK/SRNTT

Reference-based super-resolution (RefSR), on the other hand, has proven to be promising in recovering high-resolution (HR) details when a reference (Ref) image with similar content as that of the LR input is given.

IMAGE STYLIZATION IMAGE SUPER-RESOLUTION

TileGAN: Synthesis of Large-Scale Non-Homogeneous Textures

29 Apr 2019afruehstueck/tileGAN

We tackle the problem of texture synthesis in the setting where many input images are given and a large-scale output is required.

IMAGE GENERATION IMAGE STYLIZATION TEXTURE SYNTHESIS

APDrawingGAN: Generating Artistic Portrait Drawings From Face Photos With Hierarchical GANs

CVPR 2019 yiranran/APDrawingGAN

Moreover, artists tend to use different strategies to draw different facial features and the lines drawn are only loosely related to obvious image features.

IMAGE STYLIZATION

Copy the Old or Paint Anew? An Adversarial Framework for (non-) Parametric Image Stylization

22 Nov 2018zalandoresearch/famos

Parametric generative deep models are state-of-the-art for photo and non-photo realistic image stylization.

IMAGE STYLIZATION