國立虎尾科技大學 |

Non-cooperative target tracking, fusion and control = algorithms and advances /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Non-cooperative target tracking, fusion and control/ by Zhongliang Jing ... [et al.].
Reminder of title:	algorithms and advances /
other author:	Jing, Zhongliang.
Published:	Cham :Springer International Publishing : : 2018.,
Description:	xix, 340 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Automatic tracking. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-90716-1
ISBN:	9783319907161

Non-cooperative target tracking, fusion and control = algorithms and advances /
Non-cooperative target tracking, fusion and controlalgorithms and advances /[electronic resource] :by Zhongliang Jing ... [et al.]. - Cham :Springer International Publishing :2018. - xix, 340 p. :ill., digital ;24 cm. - Information fusion and data science,2510-1528. - Information fusion and data science..

Introduction -- Part I Multi-Target Tracking -- Gaussian mixture CPHD filter with gating technique -- Detection-guided multi-target Bayesian filter -- On the sensor order in sequential integrated probability data association filter -- New method for dynamic bias estimation: Gaussian mean shift registration -- Part II Visual Target Tracking -- Learning-based appearance model for probabilistic visual tracking -- Incremental visual tracking with L1 norm approximation and Grassmann update -- A dual-kernel-based tracking approach for visual target -- Kernel joint visual tracking and recognition based on structured sparse representation -- Part III Image Fusion and Deblurring -- A simple method to build oversampled filter banks and tight frames -- Multi-focus image fusion using pulse coupled neural network -- Evaluation of focus measures in multi-focus image fusion -- Multi-modality image fusion via generalized Riesz-wavelet transformation -- A sparse proximal Newton splitting method for constrained image deblurring -- Part IV Control of Spacecraft Maneuvers -- Maneuver-aided active satellite tracking using six-DOF optimal dynamic inversion control -- Dynamic optimal sliding-mode control for six-DOF follow-up robust tracking of active satellite -- Redundant adaptive robust tracking of active satellite and error evaluation.

This book gives a concise and comprehensive overview of non-cooperative target tracking, fusion and control. Focusing on algorithms rather than theories for non-cooperative targets including air and space-borne targets, this work explores a number of advanced techniques, including Gaussian mixture cardinalized probability hypothesis density (CPHD) filter, optimization on manifold, construction of filter banks and tight frames, structured sparse representation, and others. Containing a variety of illustrative and computational examples, Non-cooperative Target Tracking, Fusion and Control will be useful for students as well as engineers with an interest in information fusion, aerospace applications, radar data processing and remote sensing.

ISBN: 9783319907161

Standard No.: 10.1007/978-3-319-90716-1doiSubjects--Topical Terms:

981730
Automatic tracking.

LC Class. No.: TK6592.A9

Dewey Class. No.: 623.043

Non-cooperative target tracking, fusion and control = algorithms and advances /
LDR:03181nam a2200349 a 4500 001 926959
003 DE-He213
005 20180625145638.0
006 m d
007 cr nn 008maaau
008 190626s2018 gw s 0 eng d
020 $a 9783319907161 $q (electronic bk.)
020 $a 9783319907154 $q (paper)
024 7 $a 10.1007/978-3-319-90716-1 $2 doi
035 $a 978-3-319-90716-1
040 $a GP $c GP
041 0 $a eng
050 4 $a TK6592.A9
072 7 $a UYT $2 bicssc
072 7 $a UYQV $2 bicssc
072 7 $a COM012000 $2 bisacsh
072 7 $a COM016000 $2 bisacsh
082 0 4 $a 623.043 $2 23
090 $a TK6592.A9 $b N812 2018
245 0 0 $a Non-cooperative target tracking, fusion and control $h [electronic resource] : $b algorithms and advances / $c by Zhongliang Jing ... [et al.].
260 $a Cham : $c 2018. $b Springer International Publishing : $b Imprint: Springer,
300 $a xix, 340 p. : $b ill., digital ; $c 24 cm.
490 1 $a Information fusion and data science, $x 2510-1528
505 0 $a Introduction -- Part I Multi-Target Tracking -- Gaussian mixture CPHD filter with gating technique -- Detection-guided multi-target Bayesian filter -- On the sensor order in sequential integrated probability data association filter -- New method for dynamic bias estimation: Gaussian mean shift registration -- Part II Visual Target Tracking -- Learning-based appearance model for probabilistic visual tracking -- Incremental visual tracking with L1 norm approximation and Grassmann update -- A dual-kernel-based tracking approach for visual target -- Kernel joint visual tracking and recognition based on structured sparse representation -- Part III Image Fusion and Deblurring -- A simple method to build oversampled filter banks and tight frames -- Multi-focus image fusion using pulse coupled neural network -- Evaluation of focus measures in multi-focus image fusion -- Multi-modality image fusion via generalized Riesz-wavelet transformation -- A sparse proximal Newton splitting method for constrained image deblurring -- Part IV Control of Spacecraft Maneuvers -- Maneuver-aided active satellite tracking using six-DOF optimal dynamic inversion control -- Dynamic optimal sliding-mode control for six-DOF follow-up robust tracking of active satellite -- Redundant adaptive robust tracking of active satellite and error evaluation.
520 $a This book gives a concise and comprehensive overview of non-cooperative target tracking, fusion and control. Focusing on algorithms rather than theories for non-cooperative targets including air and space-borne targets, this work explores a number of advanced techniques, including Gaussian mixture cardinalized probability hypothesis density (CPHD) filter, optimization on manifold, construction of filter banks and tight frames, structured sparse representation, and others. Containing a variety of illustrative and computational examples, Non-cooperative Target Tracking, Fusion and Control will be useful for students as well as engineers with an interest in information fusion, aerospace applications, radar data processing and remote sensing.
650 0 $a Automatic tracking. $3 981730
650 1 4 $a Computer Science. $3 593922
650 2 4 $a Image Processing and Computer Vision. $3 670819
650 2 4 $a Signal, Image and Speech Processing. $3 670837
650 2 4 $a Remote Sensing/Photogrammetry. $3 670396
650 2 4 $a Aerospace Technology and Astronautics. $3 683885
650 2 4 $a Control. $3 782232
700 1 $a Jing, Zhongliang. $3 1205920
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a Information fusion and data science. $3 1205921
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-90716-1
950 $a Computer Science (Springer-11645)