Bachelor and diploma thesis topics
- Detection of events in video (deep learning approaches)
- Interactive video search tools (e.g., new interfaces for ranked set exploration)
- Video search performance analytics (e.g., analysis of search logs and data mining)
- Visualization of multimedia data (e.g., 3D organization of images)
- Image presentation video with audio synchronization
- Video search competition evaluation server
Video retrieval
- Introduction to video formats (MP4, AVC/HEVC, AAC)
- Basic similarity search models (similarity, descriptors, shot detection, DCNNs)
- Multi-modal search (fusion, text-image search using W2VV++ and CLIP)
- Interactive search (indexing, visualization, feedback, interfaces)
- Evaluation campaigns
Transactions (useful links)
- Concurrency Control and Recovery in Database Systems
- Principles of Distributed Database Systems
- Principles of Transaction Processing, 2nd Edition
- https://courses.cs.washington.edu/courses/csep545/12wi/slides/