Researcher
Nick MICHIELS
- Keywords:Computer science (incl. applied informatics)
- Disciplines:Machine learning and decision making, Parallel computing, High performance computing, Computer graphics, Computer vision, Computer-aided design, Image processing, Virtual reality and related simulation, Visual computing not elsewhere classified, Analogue and digital signal processing, Data visualisation and imaging, Signal processing not elsewhere classified, Other computer engineering, information technology and mathematical engineering not elsewhere classified, Single-cell data analysis
Affiliations
- Faculty of Engineering Technology (Faculty)
Member
From1 Oct 2022 → Today - Engineering Materials and Applications (Research group)
Member
From1 Oct 2022 → Today - Engineering Technology (Department)
Member
From1 Oct 2022 → Today - Expertise Centre for Digital Media (Research Center)
Member
From16 Sep 2011 → Today - Computer Sciences (Department)
Member
From16 Sep 2011 → 30 Sep 2022 - Applied Computer Science Lab (Research group)
Member
From16 Sep 2011 → 30 Sep 2022 - Faculty of Sciences (Faculty)
Member
From16 Sep 2011 → 30 Sep 2022
Projects
1 - 8 of 8
- Expanding Capabilities of View-Dependent Lighting Effects in XRFrom1 Nov 2023 → TodayFunding: FWO Strategic Basic Research Grant
- Projection-based Augmented RealityFrom1 Oct 2023 → TodayFunding: BOF - doctoral mandates
- NORM.AI: Natural Objects Rendering for Economic AI ModelsFrom1 Sep 2023 → TodayFunding: Flanders Make
- Deep Learning based methods for transparent object graspingFrom16 Jun 2023 → 31 Mar 2024Funding: BOF - projects
- FARAD2SORT: Fast Deep Learning and Deployment for Products SortingFrom1 Oct 2022 → TodayFunding: IWT / VLAIO - Flanders Make - ICON
- MAXVR-INFRA: a scalable and flexible infrastructure for digital-physical work environmentsFrom1 Nov 2021 → TodayFunding: Flemish Resilience. Government of Flanders Recovery Plan - strengthening R&D, Own budget, for example: patrimony, inscription fees, gifts
- Product Inspection with Little SupervisionFrom1 Jul 2019 → 31 Dec 2023Funding: Flanders Make
- Design Framework for flexible assembly with operator VR validationFrom1 Jun 2018 → 31 Dec 2020Funding: Flanders Make
Publications
1 - 10 of 23
- Sim-to-Real Dataset of Industrial Metal Objects(2024)
Authors: Peter De Roovere, Steven MOONEN, Nick MICHIELS, Francis wyffels
- CAD2X - A Complete, End-to-End Solution for Training Deep Learning Networks for Industrial Applications(2023)
Authors: Joris de Hoog, Guillaume Grimard, Taoufik Bourgana, Nick MICHIELS, Steven MOONEN, Roeland De Geest, Abdellatif Bey-Temsamani
Pages: 1 - 7 - CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing Industry(2023)
Authors: Steven MOONEN, Bram VANHERLE, Joris de Hoog, Taoufik Bourgana, Abdellatif Bey-Temsamani, Nick MICHIELS
Pages: 583 - 592 - CAD2Render: A Synthetic Data Generator for Training Object Detection and Pose Estimation Models in Industrial Environments(2023)
Authors: Steven MOONEN, Nick MICHIELS, Abdellatif Bey-Temsamani, Bram VANHERLE, Joris de Hoog, Taoufik Bourgana
Pages: 977 - 995 - Analysis of Training Object Detection Models with Synthetic Data(2022)
Authors: Bram VANHERLE, Steven MOONEN, Frank VAN REETH, Nick MICHIELS
Number of pages: 12 - Detecting Tool Keypoints with Synthetic Training Data(2022)Series: Communications in Computer and Information Science
Authors: Bram VANHERLE, Jeroen PUT, Nick MICHIELS, Frank VAN REETH
Pages: 190 - 207Number of pages: 17 - Real-time Detection of 2D Tool Landmarks with Synthetic Training Data(2021)
Authors: Bram VANHERLE, Jeroen PUT, Nick MICHIELS, Frank VAN REETH
Pages: 40 - 47Number of pages: 7 - Automatic Camera Control and Directing with an Ultra-High-Definition Collaborative Recording System(2021)
Authors: Bram VANHERLE, Tim VERVOORT, Nick MICHIELS, Philippe BEKAERT
Number of pages: 10 - Adaptive Streaming and Rendering of Static Light Fields in the Web Browser(2021)
Authors: Hendrik LIEVENS, Brent ZOOMERS, Maarten WIJNANTS, Jeroen PUT, Wim LAMOTTE, Peter QUAX, Nick MICHIELS
Pages: 1 - 8Number of pages: 8 - GPU-accelerated CellProfiler(2018)
Authors: Imen Chakroun, Nick MICHIELS, Roel Wuyts
Number of pages: 6
Linked dataset
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