Research Explorer

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Researcher

Ruben Verhack

Awards & Distinctions

15 Results

2025

Artificial intelligence algorithm for detection of erosions and ankylosis on CT scans including the sacroiliac joints: multicentre development and validation of real-world detection performance (A70688TV). Scientific e-poster (P-Sc-029).

Thomas Van Den BergheDanilo BabinMin ChenVictor MylleAxel VlaminckRuben VerhackLarsen D'hietMartijn CallensDenim BrackHelena Maes et al.

2020

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

Vasileios AvramelosRuben VerhackIgnace SaenenGlenn Van WallendaelBart GoossensPeter Lambert

A1 Journal Article in JOURNAL OF REAL-TIME IMAGE PROCESSING

Steered Mixture-of-Experts' for image and light field representation, processing and coding : a universal approach for immersive experiences of camera-captured scenes

Ruben VerhackPeter LambertThomas Sikora

Steered mixture-of-experts for light field images and video : representation and coding

Ruben VerhackThomas SikoraGlenn Van WallendaelPeter Lambert

A1 Journal Article in IEEE TRANSACTIONS ON MULTIMEDIA

2018

Hard real-time, pixel-parallel rendering of light field videos using steered mixture-of-experts

Ignace SaenenRuben VerhackVasileios AvramelosGlenn Van WallendaelPeter Lambert

Hierarchical learning of sparse image representations using steered mixture-of-experts

R. JongebloedRuben VerhackL. LangeT. Sikora

Progressive modeling of steered mixture-of-experts for light field video approximation

Ruben VerhackGlenn Van WallendaelMartijn CourteauxPeter LambertThomas Sikora

Steered mixture-of-experts approximation of spherical image data

Ruben VerhackNilesh MadhuGlenn Van WallendaelPeter LambertT. Sikora

Steered mixture-of-experts for light field video coding

Vasileios AvramelosIgnace SaenenRuben VerhackGlenn Van WallendaelPeter LambertThomas Sikora

2017

Color prediction in image coding using steered mixture-of-experts

Ruben VerhackSimon Van De KeerGlenn Van WallendaelT SikorayPeter Lambert

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

Ruben VerhackT. SikoraL. LangeR. JongebloedGlenn Van WallendaelPeter Lambert

2016

Universal image coding approach using sparse steered Mixture-of-Experts regression

Ruben VerhackThomas SikoraLieven LangeGlenn Van WallendaelPeter Lambert

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

Lieven LangeRuben VerhackT Sikora

2015

Lossless image compression based on Kernel least mean squares

Ruben VerhackLieven LangePeter LambertThomas SikoraRik Van de Walle

2014

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

Ruben VerhackAndreas KrutzPeter LambertRik Van de WalleThomas Sikora