Researcher
Nele Nauwelaers
- Disciplines:Artificial intelligence, Multimedia processing, Biological system engineering, Signal processing, Other computer engineering, information technology and mathematical engineering, Medical imaging and therapy
Affiliations
- Processing Speech and Images (PSI) (Division)
Member
From1 Aug 2020 → Today - ESAT - PSI, Processing Speech and Images (Division)
Member
From1 Sep 2018 → 31 Jul 2020
Publications
1 - 10 of 10
- Wear patterns in knee OA correlate with native limb geometry(2022)
Authors: Nele Nauwelaers, Peter Claes
- Encoding 3D Facial Shape(2022)
Authors: Nele Nauwelaers, Peter Claes, Dirk Vandermeulen
- Principal Polynomial Shape Analysis: a non-linear tool for Statistical Shape Modeling(2022)
Authors: Nele Nauwelaers, Peter Claes
- Matching 3D Facial Shape to Demographic Properties by Geometric Metric Learning: A Part-Based Approach(2022)
Authors: Soha Sadat Mahdi, Nele Nauwelaers, Philip Joris, Peter Claes
Pages: 1 - 10 - Multi-Scale Part-Based Syndrome Classification of 3D Facial Images(2022)
Authors: Soha Sadat Mahdi, Harry Matthews, Nele Nauwelaers, Michiel Vanneste, Hilde Peeters, Peter Claes
Pages: 23450 - 23462 - Automated landmarking for palatal shape analysis using geometric deep learning(2021)
Authors: Harry Matthews, Nele Nauwelaers, Soha Sadat Mahdi, Hanne Hoskens, Dirk Vandermeulen, Peter Claes
Pages: 144 - 152 - Exploring palatal and dental shape variation with 3D shape analysis and geometric deep learning(2021)
Authors: Nele Nauwelaers, Harry Matthews, Hanne Hoskens, Soha Sadat Mahdi, Peter Claes
- 3D facial matching by spiral convolutional metric learning and a biometric fusion-net of demographic properties(2021)
Authors: Soha Sadat Mahdi, Nele Nauwelaers, Philip Joris, Peter Claes
Pages: 1757 - 1764 - Robust genome-wide ancestry inference for heterogeneous datasets: illustrated using the 1,000 genome project with 3D facial images(2020)
Authors: Jiarui Li, Karlijne Indencleef, Hanne Hoskens, Harry Matthews, Nele Nauwelaers, Kristel Van Steen, Peter Claes
- Accurate reconstructions of pelvic defects and discontinuities using statistical shape models(2020)
Authors: Alexander Meynen, Harry Matthews, Nele Nauwelaers, Peter Claes, Michiel Mulier, Lennart Scheys