People Innovation Excellence
 

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

  1. Introduction
  2. Languages for Metadata
  3. Searching for Text Documents
  4. Image Processing and Multimedia Retrieval
  5. Generative Probabilistic Models
  6. Speech Indexing
  7. A Spatio-temporal and Probabilistic Approach in Video Retrieval
  8. Multimodal Content-based Video Retrieval
  9. Evaluation of Multimedia Retrieval Systems

 


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