623.915 (18S) Current Topics in Distributed Multimedia Systems: Video Retrieval

Sommersemester 2018

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First course session
06.03.2018 10:00 - 12:00 S.2.69 - Bitmovin On Campus
... no further dates known

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 scheme

Position 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)
  • 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)

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)