Search Results for author: Sebastian Lutz

Found 6 papers, 2 papers with code

Frequency Domain Loss Function for Deep Exposure Correction of Dark Images

no code implementations22 Apr 2021 Ojasvi Yadav, Koustav Ghosal, Sebastian Lutz, Aljosa Smolic

We address the problem of exposure correction of dark, blurry and noisy images captured in low-light conditions in the wild.

Image Denoising Translation

Foreground color prediction through inverse compositing

no code implementations24 Mar 2021 Sebastian Lutz, Aljosa Smolic

In natural image matting, the goal is to estimate the opacity of the foreground object in the image.

Image Matting

STaDA: Style Transfer as Data Augmentation

no code implementations3 Sep 2019 Xu Zheng, Tejo Chalasani, Koustav Ghosal, Sebastian Lutz, Aljosa Smolic

The success of training deep Convolutional Neural Networks (CNNs) heavily depends on a significant amount of labelled data.

Classification Data Augmentation +3

SalNet360: Saliency Maps for omni-directional images with CNN

no code implementations19 Sep 2017 Rafael Monroy, Sebastian Lutz, Tejo Chalasani, Aljosa Smolic

The prediction of Visual Attention data from any kind of media is of valuable use to content creators and used to efficiently drive encoding algorithms.

Saliency Prediction

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