Advances and challenges in multisensor data and information processing [[electronic resource] /] / edited by Eric Lefebvre

• Pubblicazione: Amsterdam, Netherlands ; ; Washington, DC, : IOS Press, c2007
• Descrizione fisica: 1 online resource (412 p.)
• Disciplina: 621.389/28
• Soggetto topico: Multisensor data fusion; Terrorism - Prevention; Electronic surveillance
• Altri autori: LefebvreEric <1968->
• Note generali: "Published in cooperation with NATO Public Diplomacy Division."; "Proceedings of the NATO Advanced Study Institute on Multisensor Data and Information Processing for Rapid and Robust Situation and Threat Assessment, Albena, Bulgaria, 16-27 May 2005"--T.p. verso.
• Nota di bibliografia: Includes bibliographical references and indexes.
• Nota di contenuto: Title page; Preface; Contents; Sensor Data Fusion: Methods, Applications, Examples; Simulation of Distributed Sensor Networks; Joint Target Tracking and Classification via Sequential Monte Carlo Filtering; A Survey on Assignment Techniques; Non-Linear Techniques in Target Tracking; Underwater Threat Source Localization: Processing Sensor Network TDOAs with a Terascale Optical Core Device; On Quality of Information in Multi-Source Fusion Environments; Polarimetric Features and Contextual Information Fusion for Automatic Target Detection and Recognition ; Enhancing Efficiency of Dynamic Threat Analysis for Combating and Competing SystemsEvidence Theory for Robust Ship Identification in Airborne Maritime Surveillance Missions; Improved Threat Evaluation Using Time of Earliest Weapon Release; Detection of Structural Changes in a Multivariate Data Using Change-Point Models; Unification of Fusion Theories (UFT); Belief Functions Theory for Multisensor Data Fusion; Dempster-Shafer Evidence Theory Through the Years: Limitations, Practical Examples, Variants Under Conflict and a New Adaptive Combination Rule ; Decision Support and Information Fusion in the Context of Command and ControlFusion in European SMART Project on Space and Airborne Mined Area Reduction; The DSmT Approach for Information Fusion and Some Open Problems; Multitarget Tracking Applications of Dezert-Smarandache Theory; Image Registration: A Tutorial; Automated Registration for Fusion of Multiple Image Frames to Assist Improved Surveillance and Threat Assessment; Data Fusion and Image Processing: A Few Application Examples; Secondary Application Wireless Technologies to Increase Information Potential for Defence Against Terrorism ; Adaptive Image Fusion Using Wavelets: Algorithms and System DesignMethods for Fused Image Analysis and Assessment; Object Tracking by Particle Filtering Techniques in Video Sequences; Wavelets, Segmentation, Pixel- and Region- Based Image Fusion; Data Fusion and Quality Assessment of Fusion Products: Methods and Examples; Information Management Methods in Sensor Networks; A Novel Method for Correction of Distortions and Improvement of Information Content in Satellite-Acquired Multispectral Images; Multisensor Data Fusion in the Processes of Weighing and Classification of the Moving Vehicles ; Sensor Performance Estimation for Multi-Camera Ambient Security Systems: A ReviewPrinciples and Methods of Situation Assessment; Higher Level Fusion for Catastrophic Events; Ontology-Driven Knowledge Integration from Heterogeneous Sources for Operational Decision Making Support; Evaluation of Information Fusion Techniques Part 1 - System Level Assessment; Evaluation of Information Fusion Techniques Part 2 - Metrics; Rapid and Reliable Content Based Image Retrieval; Subject Index; Author Index
• Sommario/riassunto: Information fusion resulting from multi-source processing is a relatively young technology domain. This book deals with the following research areas: Target recognition/classification and tracking; Sensor systems; Image processing; Remote sensing and remote control; Belief functions theory; and Situation assessment.
• Titolo autorizzato: Advances and challenges in multisensor data and information processing
• ISBN: 6610934797; 1-280-93479-4; 9786610934799; 1-60750-232-1; 600-00-0327-7; 1-4337-0858-2
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910784255303321
• Lo trovi qui: Univ. Federico II
• Serie: NATO security through science series. : D, . -Information and communication security ; ; v. 8.