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This is the list layout for showing blog posts, which shows just the title and groups them by year of publication. Check out the blog layout for comparison. Open posts.md to edit this text.
2025
- Data Scaling Laws for End-to-End Autonomous Driving
- DocMatcher: Document Image Dewarping via Structural and Textual Line Matching
- CodeSCAN: ScreenCast ANalysis for Video Programming Tutorials
2024
- VS Code Devcontainers: Your New Development Playground
- TAMPAR: Visual Tampering Detection for Parcel Logistics in Postal Supply Chains
2023
- Template-guided Illumination Correction for Document Images with Imperfect Geometric Reconstruction
- Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions
- Parcel3D: Shape Reconstruction from Single RGB Images for Applications in Transportation Logistics
- Lanelet2 for nuScenes: Enabling Spatial Semantic Relationships and Diverse Map-based Anchor Paths
- A Digital Measuring and Load Planning System for Large Transport Assets
- Inv3D: A High-Resolution 3D Invoice Dataset for Template-Guided Single-Image Document Unwarping
- Literature Review: Computer Vision Applications in Transportation Logistics and Warehousing
2022
2021
- Machine Learning basierte Schulungsassistenz
- Simulation-based Rendering for Deep Learning in Logistics
- Deep Plane Segmentation for Parcel Detection
- Deep Volumetric Rendering using NeRF in Logistics
- Graph Representation Learning for 3D Models
- TetraPackNet - Four-Corner-Based Object Detection in Logistics Use-Cases
- Python logging to remote devices using Matrix / Element
2020
- Refined Plane Segmentation for Cuboid-Shaped Objects by Leveraging Edge Detection
- An Image Processing Pipeline for Automated Packaging Structure Recognition
- Computer Vision Resources
- Tips to improve your software development skills
- My recommendations for machine learning research resources
- Fully-Automated Packaging Structure Recognition in Controlled Logistics Environments
- Welcome to my new blog!
