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Fusion of trackers on thermal image sequences

 
: Thomé, Sebastian; Michaelsen, Eckart; Scherer-Negenborn, Norbert; Jäger, Klaus; Doktorski, Leo

:
Postprint urn:nbn:de:0011-n-3476551 (405 KByte PDF)
MD5 Fingerprint: 347aa90d0b078d9dbd8023bb4a095604
Erstellt am: 14.7.2015


International Society of Information Fusion -ISIF-; Institute of Electrical and Electronics Engineers -IEEE-:
18th International Conference on Information Fusion, Fusion 2015 : July 6-9, 2015, Washington D.C., USA
Piscataway, NJ: IEEE, 2015
ISBN: 978-0-9964527-1-7
ISBN: 978-0-9824-4386-6
ISBN: 978-1-4799-7404-7
S.1603-1608
International Conference on Information Fusion (FUSION) <18, 2015, Washington/DC>
Englisch
Konferenzbeitrag, Elektronische Publikation
Fraunhofer IOSB ()
thermal videos; tracking; fusion; data association

Abstract
A set of trackers operating on thermal video data is investigated. The contribution focuses on marine scenarios with ships that may perform maneuvers such as turning or occluding each other. The tracker methods are not original, and they are not improved here, only their parameters were adjusted in order to fit the scenario. This contribution focuses on the fusion of the trackers. Their failures occur at different times on the same video. Thus, a committee solution performing a weighted mean is calculated and outlier-trackers are removed appears appropriate. The outliers are then newly locked on to the majority estimate. Thus, later on, the fusion may still benefit from their contribution. Experiments are performed on a thermal video taken at a Singapore waterfront displaying boats performing turning maneuvers and occluding each other.

: http://publica.fraunhofer.de/dokumente/N-347655.html