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Adaptive and selective multi-target-tracker

: Sung, C.-K.

Postprint urn:nbn:de:0011-n-1811483 (899 KByte PDF)
MD5 Fingerprint: 1488e7665ab38fb8a3519c0774de64aa
Copyright 2011 Society of Photo-Optical Instrumentation Engineers. One print or electronic copy may be made for personal use only. Systematic reproduction and distribution, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited.
Created on: 7.7.2012

Drummond, O.E. ; Society of Photo-Optical Instrumentation Engineers -SPIE-, Bellingham/Wash.:
Signal and Data Processing of Small Targets 2011 : San Diego, California, USA, 23 August 2011
Bellingham, WA: SPIE, 2011 (Proceedings of SPIE 8137)
ISBN: 978-0-8194-8747-6
Paper 81370T
Conference "Signal and Data Processing of Small Targets" <2011, San Diego/Calif.>
Conference Paper, Electronic Publication
Fraunhofer IOSB ()
adaptive threshold; multi-target tracker; image or scene interpretation; motion; process chain; detection and tracking; automatic generation of parameter sets; cumulative histogram

An adaptive and selective multi-target tracker combines various methods for object detection and tracking such as feature-based methods and trajectory-based tracking, thus providing meaningful results with variable shape, brightness and size of the target images. In the case of a high dynamic scene, dynamically varying parameter sets must be used for the detection of object images and object tracking. This requires an automatic generation of parameter sets by adaptive adjustment. In this paper, the selected process chains for the automatic and seamless tracking of multiple object images and for the interpretation of target objects in image sequences are presented.