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Multimedia Retrieval
Semester:
Winter Term 2014/2015
Lecturer:
Place/Time:
Lectures: Thursday, 10:15-11:45am, H-F 001; Exercises: Thursday, 12:15 -13:45pm, H-F 001
SWS/LP:
4 SWS/5 LP
Recommended for:
Bachelor Students of Computer Science
News:
Lecture Materials
Lecture Materials
Additional Information
Practice Manager:
Exercise operational:
Exercise Materials
| Topic | Date | Link | Etc. |
|---|---|---|---|
| Introduction and OpenCV Installation | 09.10.2014 | p01_intro.pdf | |
| Basic of Image Processing by OpenCV | 16.10.2014 | p02_basic.pdf | p02_basic_with_code.pdf |
| Query by Example: Color Historgram Extraction | 23.10.2014 | p03_qbe1.pdf | |
| (Continued) | 30.10.2014 | ||
| Query by Example: Similarity Computation | 05.11.2014 | p04_qbe2.pdf |
Data of extracted histograms:histograms.txt (Use some text editor to replace image filenames so as to fit your environment) |
| Query by Example: Finishing the System | 13.11.2014 | p06_qbe3.pdf | |
| Specific Object Recognition: Local Features | 20.11.2014 | p07_sor.pdf | Some figures are missing in this slide because of their copyrights. You can see these figures by searching the corresponding references on the Web. |
| Specific Object Recognition: Matching Local Features | 27.11.2014 | p08_sor2.pdf | |
| Specific Object Recognition: Finishing the System | 11.12.2014 | p09_sor3.pdf |
ids.txt (Use some text editor to replace image filenames so as to fit your environment) surf_features.txt |
| Bag of Visual Words and Support Vector Machine | 08.01.2015 | p10_gor1.pdf | |
| Extraction of BoVW Representation | 15.01.2015 | p11_gor2.pdf |
visual_words.txt You can use visual words I extracted. It is natural that these are different from visual words you extracted, because of the difference between the environment of my PC and that of yours. |
| Classification by Support Vector Machine | 21.01.2015 | p12_gor3.pdf |
bovws.txt (Use some text editor to replace image filenames so as to fit your environment) |
| (Continued) | 28.01.2015 |
Additional Information:
- Please take your own laptops to the exercise.
- Programming skill for C is necessary for implementing the codes (C++ is desirable, but is not necessary).
- Attendance is not necessary for getting the credit of this course, but, in your oral examination, questions regarding exercises may also occur.