Deep learning-based methods especially using convolutional neural network (CNN) and
generative adversarial network (GAN) have achieved certain success for the task of image …

We propose PAniC-3D, a system to reconstruct stylized 3D character heads directly from
illustrated (p) ortraits of (ani) me (c) haracters. Our anime-style domain poses unique …

As a powerful forgery operation in the image content security area, image inpainting based
on deep generative networks can yield visually appealing outputs but often produces …

In old video restoration, automatic detection of common defects, eg, scratches and blotches,
has always been emphasized. While prior thoughts mainly focus on detecting blotches and …

This paper presents an automatic scratch detection and removal approach for archive film
sequences. The proposed detector mainly exploits temporal coherency of candidate scratch …

A detection and tracking approach is proposed for line scratch removal in a digital film
restoration process. Unlike random impulsive distortions such as dirt spots, line scratch …

In this paper, a solution for detecting scratches in old films and videos is presented. The
focus is on automation and to enable fast, cost-effective processing of mass archives …

A scratch detection and restoration is very important, as scratches are the most common
form of degradation of old films. The goal of the current study is to develop a fully automated …

Line scratches are common defects in old archived videos, but similar imperfections may
occur in printed images, in most cases by reason of improper handling or inaccurate …

A method for removing line scratches in old movie films is proposed. This method
corresponds to an adaptive median filter with a variant window. Since the film scratches …