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2024
- Developer's Paradise: Why I Swear by VS Code Devcontainers for Seamless Coding
- 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!
