Researcher
Wouter Sterkens
- Disciplines:Infrastructure, transport and mobility engineering, Management
Affiliations
- Industrial Management/Traffic and Infrastructure (CIB) (Division)
Member
From1 Aug 2020 → Today - Manufacturing Processes and Systems (MaPS) (Division)
Member
From1 Aug 2020 → 31 Jul 2020 - Mechanical Engineering Technology, Group T Leuven Campus (Technology cluster)
Member
From1 Oct 2018 → 31 Jul 2020
Projects
1 - 1 of 1
- Multi-sensor detections on input-materials with deep learning to enable informed e-waste treatmentFrom29 Sep 2018 → 29 Sep 2022Funding: BOF - Doctoral projects
Publications
1 - 10 of 14
- You Only Demanufacture Once (YODO): WEEE retrieval using unsupervised learning(2023)
Authors: Chuangchuang Zhou, Wouter Sterkens, Jef Peeters
- Classification of aluminum scrap by laser induced breakdown spectroscopy (LIBS) and RGB + D image fusion using deep learning approaches(2023)
Authors: Dillam Diaz Romero, Chuangchuang Zhou, Wouter Sterkens, Toon Goedemé, Jef Peeters
- Enhanced Plastic Recycling using RGB+Depth Fusion with MassFaster and MassMask R-CNN(2022)
Authors: Dillam Diaz Romero, Wouter Sterkens, Toon Goedemé
Pages: 22 - 29 - Real-time classification of aluminum metal scrap with laser-induced breakdown spectroscopy using deep and other machine learning approaches(2022)
Authors: Dillam Diaz Romero, Wouter Sterkens, Isiah Zaplana Agut, Toon Goedemé, Jef Peeters
- Simultaneous mass estimation and class classification of scrap metals using deep learning(2022)
Authors: Dillam Diaz Romero, Wouter Sterkens, Bart Engelen, Isiah Zaplana Agut, Wim Dewulf, Toon Goedemé, Jef Peeters
- Product label identification with OCR for model-specific reuse, repair, and recycling: A case study for washing machines(2022)
Authors: Wouter Sterkens, Ellen Bracquene, Dillam Diaz Romero, Toon Goedemé, Wim Dewulf, Jef Peeters
- Computer vision and optical character recognition for the classification of batteries from WEEE(2022)
Authors: Wouter Sterkens, Dillam Diaz Romero, Toon Goedemé, Wim Dewulf, Jef Peeters
Pages: 110 - 115 - Deep learning computer vision for the separation of Cast- and Wrought-Aluminum scrap(2021)
Authors: Dillam Diaz Romero, Wouter Sterkens, Toon Goedemé, Wim Dewulf, Jef Peeters
Pages: 1 - 9 - Fostering collaboration between reuse, repair and recycling centers for electric and electronic equipment(2021)
Authors: Wouter Sterkens, Ellen Bracquene, Toon Goedemé, Wim Dewulf, Jef Peeters
Pages: 1 - 7 - Engaging with the General Public on Critical Raw Materials through the Medium of Electronics Repair Workshops(2021)
Authors: Jef Peeters, Wouter Sterkens
Pages: 403 - 409