2 citations · 2 across the 5 of their papers we have counts for
6 papers
What Can a Gaussian Process Design Test
Ivan De Boi, Marnix Van Soom
A Gaussian process (GP) model can agree with the data for two reasons: its assumptions are right, or the chosen inputs could never have shown that they are wrong. The distinction c…
On Basis Function Selection for Sparse Gaussian Process Regression
Marnix Van Soom, Ivan De Boi
Sparse Gaussian processes achieve inference by replacing the kernel with an appropriate expansion in a fixed basis on the input space. Given a compute budget $M \l…
Mechanism Design Optimization through CAD-Based Bayesian Optimization and Quantified Constraints
Abdelmajid Ben Yahya, Santiago Ramos Garces, Nick Van Oosterwyck +2
This research delves into optimizing mechanism design, with an emphasis on the energy efficiency and the expansive design possibilities of reciprocating mechanisms. It investigates…
Assessment and treatment of visuospatial neglect using active learning with Gaussian processes regression
Ivan De Boi, Elissa Embrechts, Quirine Schatteman +3
Visuospatial neglect is a disorder characterised by impaired awareness for visual stimuli located in regions of space and frames of reference. It is often associated with stroke. P…
How to turn your camera into a perfect pinhole model
Ivan De Boi, Stuti Pathak, Marina Oliveira +1
Camera calibration is a first and fundamental step in various computer vision applications. Despite being an active field of research, Zhang's method remains widely used for camera…
On the angular control of rotating lasers by means of line calculus on hyperboloids
Rudi Penne, Ivan De Boi, Steve Vanlanduit
We propose a new paradigm for modelling and calibrating laser scanners with rotation symmetry, as is the case for Lidars or for galvanometric laser systems with one or two rotating…