Browse > Computer Vision > Image Generation > Image Inpainting

Image Inpainting

70 papers with code · Computer Vision
Subtask of Image Generation

Leaderboards

Latest papers with code

Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting

19 May 2020Atlas200dk/sample-imageinpainting-HiFill

Since convolutional layers of the neural network only need to operate on low-resolution inputs and outputs, the cost of memory and computing power is thus well suppressed.

IMAGE INPAINTING

63
19 May 2020

Image Fine-grained Inpainting

7 Feb 2020Zheng222/DMFN

Besides, we devise a geometrical alignment constraint item to compensate for the pixel-based distance between prediction features and ground-truth ones.

FACIAL INPAINTING FINE-GRAINED IMAGE INPAINTING

69
07 Feb 2020

Ada-LISTA: Learned Solvers Adaptive to Varying Models

23 Jan 2020aaberdam/AdaLISTA

Neural networks that are based on unfolding of an iterative solver, such as LISTA (learned iterative soft threshold algorithm), are widely used due to their accelerated performance.

IMAGE DENOISING IMAGE INPAINTING

0
23 Jan 2020

Very Long Natural Scenery Image Prediction by Outpainting

ICCV 2019 z-x-yang/NS-Outpainting

The second challenge is how to maintain high quality in generated results, especially for multi-step generations in which generated regions are spatially far away from the initial input.

IMAGE OUTPAINTING

39
29 Dec 2019

PiiGAN: Generative Adversarial Networks for Pluralistic Image Inpainting

4 Dec 2019vivitsai/PiiGAN

The latest methods based on deep learning have achieved amazing results regarding the complex work of inpainting large missing areas in an image.

IMAGE INPAINTING

18
04 Dec 2019

Generative Modeling by Estimating Gradients of the Data Distribution

NeurIPS 2019 ermongroup/ncsn

We introduce a new generative model where samples are produced via Langevin dynamics using gradients of the data distribution estimated with score matching.

IMAGE INPAINTING

190
01 Dec 2019

LaFIn: Generative Landmark Guided Face Inpainting

26 Nov 2019YaN9-Y/lafin

It is challenging to inpaint face images in the wild, due to the large variation of appearance, such as different poses, expressions and occlusions.

FACIAL INPAINTING

58
26 Nov 2019

Image2StyleGAN++: How to Edit the Embedded Images?

26 Nov 2019pacifinapacific/StyleGAN_LatentEditor

We propose Image2StyleGAN++, a flexible image editing framework with many applications.

IMAGE INPAINTING IMAGE RECONSTRUCTION STYLE TRANSFER

48
26 Nov 2019

Region Normalization for Image Inpainting

23 Nov 2019geekyutao/RN

Most previous image inpainting methods apply FN in their networks without considering the impact of the corrupted regions of the input image on normalization, e. g. mean and variance shifts.

IMAGE INPAINTING

55
23 Nov 2019

Pixel-wise Conditioning of Generative Adversarial Networks

2 Nov 2019cyprienruffino/pixelwise

In this paper, we study the effectiveness of conditioning GANs by adding an explicit regularization term to enforce pixel-wise conditions when very few pixel values are provided.

IMAGE INPAINTING

0
02 Nov 2019