Improvement of multiple ground targets tracking with fusion of identification attributes

Improvement of multiple ground targets tracking with fusion of identification attributes
Title Improvement of multiple ground targets tracking with fusion of identification attributes PDF eBook
Author Benjamin Pannetier
Publisher Infinite Study
Pages 31
Release
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ISBN

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Multiple ground targets (MGT) tracking is a challenging problem in real environment. Advanced algorithms include exogeneous information like road network and terrain topography. In this chapter, we develop a new improved VS-IMM (Variable Structure Interacting Multiple Model) algorithm for GMTI (Ground Moving Target Indicator) and IMINT (IMagery INTelligence) tracking which includes the stop-move target maneuvering model, contextual information (on-off road model, road network constraints), and ID (IDentification) information arising from classifiers coupled with the GMTI sensor

Advances and Applications of DSmT for Information Fusion, Vol. 3

Advances and Applications of DSmT for Information Fusion, Vol. 3
Title Advances and Applications of DSmT for Information Fusion, Vol. 3 PDF eBook
Author Florentin Smarandache
Publisher Infinite Study
Pages 760
Release 2004
Genre Science
ISBN 1599730731

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This volume has about 760 pages, split into 25 chapters, from 41 contributors. First part of this book presents advances of Dezert-Smarandache Theory (DSmT) which is becoming one of the most comprehensive and flexible fusion theory based on belief functions. It can work in all fusion spaces: power set, hyper-power set, and super-power set, and has various fusion and conditioning rules that can be applied depending on each application. Some new generalized rules are introduced in this volume with codes for implementing some of them. For the qualitative fusion, the DSm Field and Linear Algebra of Refined Labels (FLARL) is proposed which can convert any numerical fusion rule to a qualitative fusion rule. When one needs to work on a refined frame of discernment, the refinement is done using Smarandache¿s algebraic codification. New interpretations and implementations of the fusion rules based on sampling techniques and referee functions are proposed, including the probabilistic proportional conflict redistribution rule. A new probabilistic transformation of mass of belief is also presented which outperforms the classical pignistic transformation in term of probabilistic information content. The second part of the book presents applications of DSmT in target tracking, in satellite image fusion, in snow-avalanche risk assessment, in multi-biometric match score fusion, in assessment of an attribute information retrieved based on the sensor data or human originated information, in sensor management, in automatic goal allocation for a planetary rover, in computer-aided medical diagnosis, in multiple camera fusion for tracking objects on ground plane, in object identification, in fusion of Electronic Support Measures allegiance report, in map regenerating forest stands, etc.

Advances and Applications of DSmT for Information Fusion, Vol. IV

Advances and Applications of DSmT for Information Fusion, Vol. IV
Title Advances and Applications of DSmT for Information Fusion, Vol. IV PDF eBook
Author Florentin Smarandache, Jean Dezert
Publisher Infinite Study
Pages 506
Release 2015-03-01
Genre
ISBN 1599733242

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The fourth volume on Advances and Applications of Dezert-Smarandache Theory (DSmT) for information fusion collects theoretical and applied contributions of researchers working in different fields of applications and in mathematics. The contributions (see List of Articles published in this book, at the end of the volume) have been published or presented after disseminating the third volume (2009, http://fs.gallup.unm.edu/DSmT-book3.pdf) ininternational conferences, seminars, workshops and journals.

Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 4

Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 4
Title Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 4 PDF eBook
Author Florentin Smarandache
Publisher Infinite Study
Pages 506
Release 2015-07-01
Genre Mathematics
ISBN

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The fourth volume on Advances and Applications of Dezert-Smarandache Theory (DSmT) for information fusion collects theoretical and applied contributions of researchers working in different fields of applications and in mathematics. The contributions have been published or presented after disseminating the third volume (2009, http://fs.gallup.unm.edu/DSmT-book3.pdf) in international conferences, seminars, workshops and journals.

Target type tracking with DSmP

Target type tracking with DSmP
Title Target type tracking with DSmP PDF eBook
Author Jean Dezert
Publisher Infinite Study
Pages 19
Release
Genre
ISBN

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In this chapter we analyze the performances of a new probabilistic belief transformation, denoted DSmP, for the sequential estimation of target ID from classifier outputs in the Target Type Tracking problem (TTT).

Army Science and Technology Master Plan

Army Science and Technology Master Plan
Title Army Science and Technology Master Plan PDF eBook
Author United States. Department of the Army
Publisher
Pages 428
Release 2001
Genre Military research
ISBN

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Army Science And Technology Master Plan 2001, Volume 1, January 2001

Army Science And Technology Master Plan 2001, Volume 1, January 2001
Title Army Science And Technology Master Plan 2001, Volume 1, January 2001 PDF eBook
Author
Publisher
Pages 428
Release 2001
Genre
ISBN

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