22C3 - 2.2

22nd Chaos Communication Congress
Private Investigations

Referenten
Ingo Lütkebohle
Programm
Tag 1
Raum Saal 2
Beginn 13:00
Dauer 01:00
Info
ID 531
Veranstaltungstyp Vortrag
Track Hacking
Sprache englisch
Feedback

Hopalong Casualty

On automated video analysis of human behaviour

Automated analysis of surveillance videos has seen a lot of research in recent years. Face recognition and person tracking are widely available, more sophisticated behaviour analysis is coming. The aim of the current talk is an overview into the methods used for analysis, their current performance and limitations.

Automated analysis of videos is a hot research topic currently, mostly fuelled (and funded) by interest in surveillance applications. Some of the work focuses on /identifying/ persons by individual differences in their motion patterns, e.g., the way the walk. Much current work tries to determine human interaction behaviour, e.g. whether two persons are standing and talking or whether they are fighting. A last big area is that of trajectory analysis, e.g. distinguishing persons walking straight across an open place from persons sticking around longer.

This talk will give an overview into whats possible currently and then introduce some of the common methods of motion analysis with a focus on real-time capability. It will touch upon motion-history images, model-based tracking, graphical models for time-series and learning methods for classification. Throughout, pointers to toolkits that can be used to implement the methods presented will be provided.

Of course, there are still a lot of problems, some of them quite fundamental, e.g. occlusions, crowds, influence of rain and wind, and the like. These problems, and their causes, will be explained under the assumption that the audience will be able to make creative use of this knowledge for playing with the system.