Current tasks for Bachelor's and Master's theses:
- Einsatz generativer KI in der Medienproduktion
- Prozessoptimierung durch e-Invoicing
- Use of generative AI for software documentation
- Employee engagement through gamification
- Consistency checking through generative AI in software engineering
- Process automation in software engineering using RPA
- Visualization of time- and position-controlled markers in AR/MR applications
- Optimization of mixed reality applications through graph codes
Task (in progress or completed).
- Use of voice assistants for Smart MMIR
- Explainability of Smart MMIR using AI-based generators (R)
- Visualization of Smart MMIR using AI-based generators (R)
- AI-based application profiling
- Semantic feature fusion for multimedia feature graphs
- Interaction and presentation concepts for users of Smart MMIR (A)
- Avatar Recognition
- Presentation of results of Smart MMIR including the user context (R)
- Universal World Recording System (R)
- Scene recognition in the metaverse
- Explainability and visualization of graph codes using generative AI (R)
- Automatic generation of texts from multimedia feature graphs (R)
- Processing of MMIR features in the area of driver assistance (R)
- Integration of MMIR interaction features in the context of social media (R)
- Application and integration of Smart MMIR in financial reporting (R)
- Detection of fake news using MMIR feature metrics
- Extraction and integration of MMIR features during the planning and technical implementation of presentations (R)
- Visualization and explainability of safety-relevant MMIR features in the automotive sector (V)
- Construction of semantic multimedia queries (A)
- Explainability of graph-based information retrieval (A)
- Multimedia Query Refinement based on the GMAF (A)
- Parallelization of graph code algorithms (A)
- Technical and semantic feature extraction from music files (A)
- Configuration and administration concepts for Smart MMIR (A)
- Recognition and integration of MMIR features in social media posts (A)
- Semantic metadata transformation for MPEG7 (A)
- Multimedia Feature Recognition for Medical Collections (A)