Lecture - Content-based Multimedia Search (Compact Course)

Year: WS 2016
Lecturer: Dr. rer. nat. C. Beecks
Type: Lecture
Form: V2 Ü1 (4 ECTS)
Language: EN
Content:  

The certificates can be collected at the secretary's office of the Learning Technologies Research Group in room 6311 at the department of computer science (extension building E2). 

 

Content:

 

1. Organization

2. Introduction
3. Object Representation

  • Feature Extraction
  • Object Representations
  • Algebraic Properties
  • Clustering-based Computation

4. Fundamental Similarity Models

  • Similarity Measures
  • Dissimilarity Measures

5. Efficient Query Processing

  • Similarity Queries
  • Lower-Bounding

6. Multimedia Data Retrieval

  • Bag-of-Words Model
  • Image Retrieval Approaches
  • Video Retrieval Approaches
  • Interactive Search
  • Evaluation

7. Further Similarity Models

  • Similarity Search for Sequences
  • Similarity Search for Time Series
  • Similarity Search for Graph Data
  • Similarity Search for Shapes

8. Indexing

  • Spatial Indexing
  • High-dimensional Indexing
  • Metric and Ptolemaic Indexing
Material:
Dates:  
Type Date Room
Lecture
Mon, 06.03.2017, 09:00 - 17:00
6329, Seminar room
Lecture
Tue, 07.03.2017, 09:00 - 17:00
6329, Seminar room
Lecture
Wed, 08.03.2017, 09:00 - 17:00
6329, Seminar room
Exercise
Thu, 09.03.2017, 09:00 - 17:00
6329, Seminar room
Exercise
Fri, 10.03.2017, 09:00 - 17:00
6329, Seminar room