Non-Cooperative Target Tracking, Fusion and Control Algorithms and Advances /

• Κύριοι συγγραφείς: Jing, Zhongliang (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Pan, Han (http://id.loc.gov/vocabulary/relators/aut), Li, Yuankai (http://id.loc.gov/vocabulary/relators/aut), Dong, Peng (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Information Fusion and Data Science,
• Θέματα: Optical data processing.; Signal processing.; Image processing.; Speech processing systems.; Remote sensing.; Aerospace engineering.; Astronautics.; Control engineering.; Image Processing and Computer Vision.; Signal, Image and Speech Processing.; Remote Sensing/Photogrammetry.; Aerospace Technology and Astronautics.; Control and Systems Theory.

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 c...

Πίνακας περιεχομένων:

• 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.