Scene Understanding and Surveillance

Course Details

Lecturer

Martin Kampel

LVA-Nr.

193.111

Typ

Vorlesung (VO)

Link

TISS

Lecture: Block event tbd.

Location: ONLINE
1st online Meeting: March 5th, 20255
Further Information:  TISS und TUWEL

In this course, the analysis of image sequences (videos, depth and thermal data) is dealt with in depth: this includes the topics of sensor technology, motion detection, object tracking, scene reconstruction and performance evaluation. Issues relating to visual, computer-aided event recognition in videos are discussed and critically scrutinised.

Content

  • Sensor technology, data recording, multimodalities and data fusion, mobiles
  • Excursus: Analysis of historical film data
  • Motion detection (background detection, segmentation, ….)
  • Object tracking (point tracking, kernel tracking, silhouette tracking, 3D tracking, …)
  • Scene Understanding (Scene reconstruction, Event detection,
  • Behaviour Modelling
  • Performance evaluation
  • Applications (Surveillance, E-health/Active Assisted Living, …)
    Social and legal aspects