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A Framework for people Tracking and Stituation Evaluation in Multi-Camera Outdoor Environments

Treutner, Niklas and Hellwig, Sebastian and Ruess, Dominik (2011) A Framework for people Tracking and Stituation Evaluation in Multi-Camera Outdoor Environments. 3D-Nord-Ost, 08.-09. Dez. 2011, Berlin.

Full text not available from this repository.

Abstract

People tracking has been a major topic of research in computer vision for a long time. This is why we choose to combine several established approaches and algorithms in order to achieve robust tracking of objects in general and both detection and tracking of people in particular. We aim to establish a framework, that handles different situations (both indoor and outdoor) and can combine camera input from many cameras, but also works well with just a single camera. Our framework allows computation of information about the environment, in order to support tracking algorithms and allow the assessment of situations. Within the development of the framework, we compare different approaches (such as SURF-features and BRIEF-features) on both performance and how they contribute to the correct analysis of the images. This allows us to achieve good results while retaining near real-time computation on normal consumer hardware.

Item URL in elib:https://elib.dlr.de/73814/
Document Type:Conference or Workshop Item (Speech, Paper)
Title:A Framework for people Tracking and Stituation Evaluation in Multi-Camera Outdoor Environments
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Treutner, NiklasInstitut für Informatik, Humboldt Universität zu BerlinUNSPECIFIED
Hellwig, SebastianInstitut für Informatik, Humboldt Universität zu BerlinUNSPECIFIED
Ruess, Dominikdominik.ruess (at) dlr.deUNSPECIFIED
Date:December 2011
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:Multi-Camera, People Tracking, Situation Analysis, Features
Event Title:3D-Nord-Ost
Event Location:Berlin
Event Type:international Conference, Workshop
Event Dates:08.-09. Dez. 2011
Organizer:GFaI
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Vorhaben Optische Sensortechnologien (old)
Location: Berlin-Adlershof
Institutes and Institutions:Optical Information Systems
Deposited By: Dombrowski, Ute
Deposited On:11 Jan 2012 12:25
Last Modified:11 Jan 2012 12:25

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