On Sequential Track Extraction within the PMHT Framework
نویسندگان
چکیده
منابع مشابه
On Sequential Track Extraction within the PMHT Framework
Tracking multiple targets in a cluttered environment is a challenging task. Probabilistic multiple hypothesis tracking (PMHT) is an efficient approach for dealing with it. Essentially PMHT is based on expectation-maximization for handling with association conflicts. Linearity in the number of targets and measurements is the main motivation for a further development and extension of this methodo...
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Abstract: Tracking multiple targets in a cluttered environment is a challenging task. The Probabilistic Multi-Hypothesis Tracker (PMHT) is an efficient approach to cope with it. Linearity in the number of targets and measurements is the main motivation for its continued study. Unfortunately, the PMHT has not yet shown its superiority in terms of a better track-lost statistics. Furthermore, the ...
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a Sanford School of Public Policy, Duke University, 186 Rubenstein Hall, Box 90312, Durham, NC 27708, USA b Facultad de Administración, Universidad de Los Andes, Calle 21 # 1–20 Ed. SD, Bogotá, Colombia c School of Rural and Environmental Studies, Pontificia Universidad Javeriana, Transv 4 # 42 00. 8th floor, Bogotá, Colombia d Consultant Office of Evaluation and Oversight, Inter-American Devel...
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ژورنال
عنوان ژورنال: EURASIP Journal on Advances in Signal Processing
سال: 2007
ISSN: 1687-6180
DOI: 10.1155/2008/276914