luckerma

Hi there 👋🏼

🏫 Education

🎓 TH Köln

• M.Sc. Computer Science & Engineering (09/2022 – 03/2025)
• B.Sc. Computer Science & Engineering (09/2018 – 08/2022)

🌍 Université Gustave Eiffel (Double Degree)

• M.Sc. Intelligent Systems & Applications (09/2024 – 02/2025, Erasmus+ exchange)

💼 Work Experience

👨🏻‍🔬 Current Roles

• Research Associate (04/2025 – present)
• Lecturer (03/2026 – present)

👨🏻‍💻 Previous Roles

• Research Assistant (02/2025 – 04/2025)
• Junior Software Developer (10/2021 – 01/2025)

📚 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) from Detection to Tracking in Real-Time Scenarios (01/2024)

🤖 Projects

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

📝 Theses

• Master’s Thesis:
  “From Detection to Association: A Real-Time Framework for Multi-Target Multi-Camera Tracking using Heterogeneous Cameras across Diverse Fields of View”
• Bachelor’s Thesis:
  “Automatisiertes Testen von Softwareartefakten auf heterogenen und ressourcenbeschränkten industriellen Edge-Devices”

📊 Current Projects / Research

Deep learning-based computer vision models in the following domains:

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

🔗 Links

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

🎞️ Institute of Media and Imaging Technology (IMP)

🛠️ Skills

📈 GitHub Stats