Researcher
Dillam Diaz Romero
- Disciplines:Embedded and real-time systems, Computer vision
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 Dec 2019 → 31 Jul 2020
Projects
1 - 1 of 1
- Artificial Intelligence Techniques for Enhanced SortingFrom18 Dec 2019 → 22 Mar 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 14
- Artificial Intelligence Techniques for Enhanced Sorting(2023)
Authors: Dillam Diaz Romero, Jef Peeters, Wim Dewulf, Toon Goedemé
- 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 - Techno-Economic Assessment of Robotic Sorting of Aluminium Scrap(2022)
Authors: Bart Engelen, Dieter De Marelle, Dillam Diaz Romero, Isiah Zaplana Agut, Jef Peeters, Karel Kellens
Pages: 152 - 157 - Assessing the efficiency of Laser-Induced Breakdown Spectroscopy (LIBS) based sorting of post-consumer aluminium scrap(2022)
Authors: Dillam Diaz Romero, Bart Engelen, Isiah Zaplana Agut, Jef Peeters
Pages: 278 - 283 - Forecasting global aluminium flows to demonstrate the need for improved sorting and recycling methods(2022)
Authors: Ellen Bracquene, Dillam Diaz Romero, Isiah Zaplana Agut, Bart Engelen, Joost Duflou
Pages: 231 - 240