Search Results for author: Hassan Abu Alhaija

Found 6 papers, 1 papers with code

Enhancing Photorealism Enhancement

no code implementations10 May 2021 Stephan R. Richter, Hassan Abu Alhaija, Vladlen Koltun

We confirm the benefits of our contributions in controlled experiments and report substantial gains in stability and realism in comparison to recent image-to-image translation methods and a variety of other baselines.

Image-to-Image Translation Translation

Intrinsic Autoencoders for Joint Neural Rendering and Intrinsic Image Decomposition

no code implementations29 Jun 2020 Hassan Abu Alhaija, Siva Karthik Mustikovela, Justus Thies, Varun Jampani, Matthias Nießner, Andreas Geiger, Carsten Rother

Neural rendering techniques promise efficient photo-realistic image synthesis while at the same time providing rich control over scene parameters by learning the physical image formation process.

Image-to-Image Translation Intrinsic Image Decomposition +1

Geometric Image Synthesis

no code implementations12 Sep 2018 Hassan Abu Alhaija, Siva Karthik Mustikovela, Andreas Geiger, Carsten Rother

The task of generating natural images from 3D scenes has been a long standing goal in computer graphics.

Image Generation Instance Segmentation +1

Augmented Reality Meets Computer Vision : Efficient Data Generation for Urban Driving Scenes

no code implementations4 Aug 2017 Hassan Abu Alhaija, Siva Karthik Mustikovela, Lars Mescheder, Andreas Geiger, Carsten Rother

Further, we demonstrate the utility of our approach on training standard deep models for semantic instance segmentation and object detection of cars in outdoor driving scenes.

Instance Segmentation Object Detection +1

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