Luca Uckermann

Research Associate @TH Köln

🎓 Education

• M.Sc. Intelligent Systems & Applications
  (Université Gustave Eiffel, 09/2024 – 02/2025)
• M.Sc. Computer Science & Engineering
  (TH Köln, 09/2022 – 03/2025)
• B.Sc. Computer Science & Engineering
  (TH Köln, 09/2018 – 08/2022)

💼 Work Experience

• Research Associate
  Cologne University of Applied Sciences
  (04/2025 – present, Cologne, Germany)
• Research Assistant
  Cologne University of Applied Sciences
  (02/2025 – 04/2025, Cologne, Germany)
• Junior Software Developer
  beebucket
  (10/2021 – 01/2025, Ulm, Germany)

📚 Publications

• DEEP-SEED: From Scratch to Ensemble – A Deep Learning Approach to Seedling Classification (06/2025)
• Multi-Target Multi-Camera Tracking (MTMCT) and Re-Identification (re-ID) in Real-Time Scenarios (01/2024)

🤖 Projects

• Analyzing Ridership Patterns in Île-de-France Rail Network
• Simulation for Shared Micromobility

📝 Theses

Master's Thesis:
A Real-Time Framework for Multi-Target Multi-Camera Tracking

Bachelor's Thesis:
Automatisiertes Testen von Softwareartefakten auf Edge-Devices

📊 Current Projects / Research

Deep learning models for computer vision tasks in the following domains:

• 👁️ Ophthalmology
• 🌱 Biomass estimation
• ⛔ Traffic sign recognition

🔗 Links

• github/luckerma
• in/luca-uckermann
• th-koeln/luca.uckermann
• orcid/0009-0005-2957-6331
• researchgate/luca-uckermann
• scholar/luca-uckermann
• luca.uckermann@th-koeln.de