LineArt dataset
As part of our paper Augmenting Hand-Drawn Art with Global Illumination Effects through Surface Inflation, we release a high-resolution LineArt…
24th November 2021
Author: Sebastian Lutz
Frequency-domain loss function for deep exposure correction of dark images
Abstract We address the problem of exposure correction of dark, blurry and noisy images captured in low-light conditions in the…
18th May 2021
Foreground color prediction through inverse compositing
Abstract In natural image matting, the goal is to estimate the opacity of the foreground object in the image. This…
18th November 2020
Augmenting Hand-Drawn Art with Global Illumination Effects through Surface Inflation
Abstract We present a method for augmenting hand-drawn characters and creatures with global illumination effects. Given a single view drawing…
14th December 2019
Deep Convolutional Neural Networks for estimating lens distortion parameters
Abstract In this paper we present a convolutional neural network (CNN) to predict multiple lens distortion parameters from a single…
12th August 2019
AlphaGAN: Generative adversarial networks for natural image matting
Abstract We present the first generative adversarial network (GAN) for natural image matting. Our novel generator network is trained to…
26th July 2018