623.915 (18S) Current Topics in Distributed Multimedia Systems: Video Retrieval
Overview
- Lecturer
- Course title german Current Topics in Distributed Multimedia Systems: Video Retrieval
- Type Lecture - Course (continuous assessment course )
- Hours per Week 2.0
- ECTS credits 4.0
- Registrations 7 (25 max.)
- Organisational unit
- Language of instruction German
- Course begins on 06.03.2018
- eLearning Go to Moodle course
Time and place
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Course Information
Intended learning outcomes
- Ziele, Möglichkeiten und Einschränkungen eines Video Retrieval Systems (VRS) beschreiben
- Einsatzszenarien von VRS benennen und erläutern
- Geeignete Inhaltsanalysemethoden für Videos erklären und anwenden
- Videosegmentierung und Videokonzepterkennung im Detail verstehen und anwenden
- Verschiedenste Aspekte für die Entwicklung von effizienten Benutzerschnittstellen erläutern und anwenden
- Die Leistung eines VRS beurteilen können
Teaching methodology including the use of eLearning tools
- Vortrag
- Übungen
- Projekt
Course content
- The Need for Video Retrieval
- Video Retrieval Scenarios
- Components of a Video Retrieval System
- Segments, Scenes, Shots, and Keyframes
- Motion Analysis and Tracking
- Temporal Features (HOF,HMG, ...)
- Near Duplicate Detection
- Video Concept Detection
- Video Retrieval Interfaces
- Evaluation of CVBR
- Video Search Competitions
Prior knowledge expected
- Multimedia Information Systems
- Fundamental Topics I of Distributed Multimedia Systems
Intended learning outcomes
- Describe possibilities and limitations of a video retrieval system (VRS)
- Describe scenarios for the usage of a VRS
- Explain appropriate content analysis methods for videos and use them in practice
- Understand video segmentation and concept detection methods and use them in practice
- Describe different HCI aspects for VRS user interfaces and apply them in practice
- Evaluate the system performance of a given VRS
Teaching methodology including the use of eLearning tools
- Lecture
- Assignments
- Project
Course content
- The Need for Video Retrieval
- Video Retrieval Scenarios
- Components of a Video Retrieval System
- Segments, Scenes, Shots, and Keyframes
- Motion Analysis and Tracking
- Temporal Features (HOF,HMG, ...)
- Near Duplicate Detection
- Video Concept Detection
- Video Retrieval Interfaces
- Evaluation of CVBR
- Video Search Competitions
Examination information
Im Fall von online durchgeführten Prüfungen sind die Standards zu beachten, die die technischen Geräte der Studierenden erfüllen müssen, um an diesen Prüfungen teilnehmen zu können.
Grading scheme
Grade / Grade grading schemePosition in the curriculum
- Master's degree programme Applied Informatics
(SKZ: 911, Version: 13W.1)
-
Subject: Distributed Multimedia Systems
(Compulsory elective)
-
Current Topics in Distributed Multimedia Systems: Multimedia Information Retrieval (
2.0h VK / 4.0 ECTS)
- 623.915 Current Topics in Distributed Multimedia Systems: Video Retrieval (2.0h VC / 4.0 ECTS)
-
Current Topics in Distributed Multimedia Systems: Multimedia Information Retrieval (
2.0h VK / 4.0 ECTS)
-
Subject: Distributed Multimedia Systems
(Compulsory elective)
- Masterstudium Informatik
(SKZ: 921, Version: 09W.1)
-
Subject: Distributed Systems
(Compulsory subject)
-
Current Topics in Distributed Multimedia Systems (
2.0h VK / 4.0 ECTS)
- 623.915 Current Topics in Distributed Multimedia Systems: Video Retrieval (2.0h VC / 4.0 ECTS)
-
Current Topics in Distributed Multimedia Systems (
2.0h VK / 4.0 ECTS)
-
Subject: Distributed Systems
(Compulsory subject)
Equivalent courses for counting the examination attempts
-
Sommersemester 2024
- 623.915 VC Image and Video Analysis with Deep Learning (2.0h / 4.0ECTS)
-
Sommersemester 2023
- 623.915 VC Image and Video Analysis with Deep Learning (2.0h / 4.0ECTS)
-
Sommersemester 2022
- 623.915 VC Current Topics in Multimedia Systems: Video Search with Deep Learning (2.0h / 4.0ECTS)
-
Sommersemester 2021
- 623.915 VC Current Topics in Multimedia Systems: Video Search with Deep Learning (2.0h / 4.0ECTS)
-
Sommersemester 2020
- 623.915 VC Current Topics in Multimedia Systems: Content Search with Deep Learning (2.0h / 4.0ECTS)
-
Sommersemester 2019
- 623.915 VC Current Topics in Distributed Multimedia Systems: Video Analysis & Retrieval (2.0h / 4.0ECTS)
-
Wintersemester 2015/16
- 623.915 VC Current Topics in Distributed Multimedia Systems: Video Retrieval (2.0h / 4.0ECTS)