Onderzoeker
Wouter Sterkens
- Disciplines:Infrastructuur, transport en mobiliteitsingenieurswetenschappen, Management
Affiliaties
- Industrieel Beleid / Verkeer en Infrastructuur (CIB) (Afdeling)
Lid
Vanaf1 aug 2020 → Heden - Maakprocessen en -Systemen (MaPS) (Afdeling)
Lid
Vanaf1 aug 2020 → 31 jul 2020 - Werktuigkundige Industriële Ingenieurstechnieken, Campus Groep T Leuven (Technologiecluster)
Lid
Vanaf1 okt 2018 → 31 jul 2020
Projecten
1 - 1 of 1
- Multi-sensor detecties op invoer materialen met deep learning om geinformeerde behandeling van elektronisch afval mogelijk te makenVanaf29 sep 2018 → 29 sep 2022Financiering: BOF - Nieuwe Onderzoeksinitiatieven
Publicaties
1 - 10 van 14
- You Only Demanufacture Once (YODO): WEEE retrieval using unsupervised learning(2023)
Auteurs: 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)
Auteurs: 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)
Auteurs: Dillam Diaz Romero, Wouter Sterkens, Toon Goedemé
Pagina's: 22 - 29 - Real-time classification of aluminum metal scrap with laser-induced breakdown spectroscopy using deep and other machine learning approaches(2022)
Auteurs: 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)
Auteurs: 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)
Auteurs: 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)
Auteurs: Wouter Sterkens, Dillam Diaz Romero, Toon Goedemé, Wim Dewulf, Jef Peeters
Pagina's: 110 - 115 - Deep learning computer vision for the separation of Cast- and Wrought-Aluminum scrap(2021)
Auteurs: Dillam Diaz Romero, Wouter Sterkens, Toon Goedemé, Wim Dewulf, Jef Peeters
Pagina's: 1 - 9 - Fostering collaboration between reuse, repair and recycling centers for electric and electronic equipment(2021)
Auteurs: Wouter Sterkens, Ellen Bracquene, Toon Goedemé, Wim Dewulf, Jef Peeters
Pagina's: 1 - 7 - Engaging with the General Public on Critical Raw Materials through the Medium of Electronics Repair Workshops(2021)
Auteurs: Jef Peeters, Wouter Sterkens
Pagina's: 403 - 409