Ruben Verhack

According to our database, Ruben Verhack authored at least 13 papers between 2014 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2020

Steered mixture-of-experts for image and light field representation, processing, and coding: a universal approach for immersive experiences of camera-captured scenes = Steered mixture-of-experts' voor de representatie, verwerking en codering van beelden en lichtvelden: een universele aanpak voor immersieve belevingen op basis van camerabeelden.

Ruben Verhack

PhD thesis, 2020

Steered Mixture-of-Experts for Light Field Images and Video: Representation and Coding.

Ruben Verhack, Thomas Sikora, Glenn Van Wallendael, Peter Lambert

IEEE Trans. Multim., 2020

Highly parallel steered mixture-of-experts rendering at pixel-level for image and light field data.

Vasileios Avramelos, Ruben Verhack, Ignace P. Saenen, Glenn Van Wallendael, Bart Goossens, Peter Lambert

J. Real Time Image Process., 2020

2018

Progressive Modeling of Steered Mixture-of-Experts for Light Field Video Approximation.

Ruben Verhack, Glenn Van Wallendael, Martijn Courteaux, Peter Lambert, Thomas Sikora

Proceedings of the 2018 Picture Coding Symposium, 2018

Hard Real-Time, Pixel-Parallel Rendering of Light Field Videos Using Steered Mixture-of-Experts.

Ignace P. Saenen, Ruben Verhack, Vasileios Avramelos, Glenn Van Wallendael, Peter Lambert

Proceedings of the 2018 Picture Coding Symposium, 2018

Hierarchical Learning of Sparse Image Representations Using Steered Mixture-of-Experts.

Rolf Jongebloed, Ruben Verhack, Lieven Lange, Thomas Sikora

Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

Steered Mixture-of-Experts Approximation of Spherical Image Data.

Ruben Verhack, Nilesh Madhu, Glenn Van Wallendael, Peter Lambert, Thomas Sikora

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Steered mixture-of-experts for light field coding, depth estimation, and processing.

Ruben Verhack, Thomas Sikora, Lieven Lange, Rolf Jongebloed, Glenn Van Wallendael, Peter Lambert

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Color prediction in image coding using Steered Mixture-of-Experts.

Ruben Verhack, Simon Van De Keer, Glenn Van Wallendael, Thomas Sikora, Peter Lambert

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Video representation and coding using a sparse steered mixture-of-experts network.

Lieven Lange, Ruben Verhack, Thomas Sikora

Proceedings of the 2016 Picture Coding Symposium, 2016

A universal image coding approach using sparse steered Mixture-of-Experts regression.

Ruben Verhack, Thomas Sikora, Lieven Lange, Glenn Van Wallendael, Peter Lambert

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Lossless image compression based on Kernel Least Mean Squares.

Ruben Verhack, Lieven Lange, Peter Lambert, Rik Van de Walle, Thomas Sikora

Proceedings of the 2015 Picture Coding Symposium, 2015

2014

Lossy image coding in the pixel domain using a sparse steering kernel synthesis approach.

Ruben Verhack, Andreas Krutz, Peter Lambert, Rik Van de Walle, Thomas Sikora

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014