Multimedia Indexing and Retrieval
Learning Outcomes
On successful completion of this Course, students will be able to: Describe the principle components of a multimedia information retrieval system and how they differ from other retrieval systems, most notably text information retrieval systems; State the computational principles underlying both current and emerging multimedia information retrieval systems; Discuss the importance of the human perception of multimedia data for the purpose of content-based retrieval; Understand standards for description and retrieval of multimedia content.
Topics
- Introduction
- Languages for Metadata
- Searching for Text Documents
- Image Processing and Multimedia Retrieval
- Generative Probabilistic Models
- Speech Indexing
- A Spatio-temporal and Probabilistic Approach in Video Retrieval
- Multimodal Content-based Video Retrieval
- Evaluation of Multimedia Retrieval Systems
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