Author: Emilio Maggio
Publisher: John Wiley & Sons
ISBN: 1119956862
Category : Science
Languages : en
Pages : 308
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Book Description
Video Tracking provides a comprehensive treatment of the fundamental aspects of algorithm and application development for the task of estimating, over time, the position of objects of interest seen through cameras. Starting from the general problem definition and a review of existing and emerging video tracking applications, the book discusses popular methods, such as those based on correlation and gradient-descent. Using practical examples, the reader is introduced to the advantages and limitations of deterministic approaches, and is then guided toward more advanced video tracking solutions, such as those based on the Bayes’ recursive framework and on Random Finite Sets. Key features: Discusses the design choices and implementation issues required to turn the underlying mathematical models into a real-world effective tracking systems. Provides block diagrams and simil-code implementation of the algorithms. Reviews methods to evaluate the performance of video trackers – this is identified as a major problem by end-users. The book aims to help researchers and practitioners develop techniques and solutions based on the potential of video tracking applications. The design methodologies discussed throughout the book provide guidelines for developers in the industry working on vision-based applications. The book may also serve as a reference for engineering and computer science graduate students involved in vision, robotics, human-computer interaction, smart environments and virtual reality programmes
Author: Fulvio Gini
Publisher: John Wiley & Sons
ISBN: 0470283149
Category : Science
Languages : en
Pages : 287
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Book Description
Discover the technology for the next generation of radar systems Here is the first book that brings together the key concepts essential for the application of Knowledge Based Systems (KBS) to radar detection, tracking, classification, and scheduling. The book highlights the latest advances in both KBS and radar signal and data processing, presenting a range of perspectives and innovative results that have set the stage for the next generation of adaptive radar systems. The book begins with a chapter introducing the concept of Knowledge Based (KB) radar. The remaining nine chapters focus on current developments and recent applications of KB concepts to specific radar functions. Among the key topics explored are: Fundamentals of relevant KB techniques KB solutions as they apply to the general radar problem KBS applications for the constant false-alarm rate processor KB control for space-time adaptive processing KB techniques applied to existing radar systems Integrated end-to-end radar signals Data processing with overarching KB control All chapters are self-contained, enabling readers to focus on those topics of greatest interest. Each one begins with introductory remarks, moves on to detailed discussions and analysis, and ends with a list of references. Throughout the presentation, the authors offer examples of how KBS works and how it can dramatically improve radar performance and capability. Moreover, the authors forecast the impact of KB technology on future systems, including important civilian, military, and homeland defense applications. With chapters contributed by leading international researchers and pioneers in the field, this text is recommended for both students and professionals in radar and sonar detection, tracking, and classification and radar resource management.
Author:
Publisher: Cambridge University Press
ISBN: 0521876281
Category : Mathematics
Languages : en
Pages : 389
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Book Description
Introduces object tracking algorithms from a unified, recursive Bayesian perspective, along with performance bounds and illustrative examples.
Author: Benjamin Pannetier
Publisher: Infinite Study
ISBN:
Category :
Languages : en
Pages : 31
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Book Description
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
Author: Mahendra Mallick
Publisher: John Wiley & Sons
ISBN: 0470639059
Category : Technology & Engineering
Languages : en
Pages : 738
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Book Description
A unique guide to the state of the art of tracking, classification, and sensor management This book addresses the tremendous progress made over the last few decades in algorithm development and mathematical analysis for filtering, multi-target multi-sensor tracking, sensor management and control, and target classification. It provides for the first time an integrated treatment of these advanced topics, complete with careful mathematical formulation, clear description of the theory, and real-world applications. Written by experts in the field, Integrated Tracking, Classification, and Sensor Management provides readers with easy access to key Bayesian modeling and filtering methods, multi-target tracking approaches, target classification procedures, and large scale sensor management problem-solving techniques. Features include: An accessible coverage of random finite set based multi-target filtering algorithms such as the Probability Hypothesis Density filters and multi-Bernoulli filters with focus on problem solving A succinct overview of the track-oriented MHT that comprehensively collates all significant developments in filtering and tracking A state-of-the-art algorithm for hybrid Bayesian network (BN) inference that is efficient and scalable for complex classification models New structural results in stochastic sensor scheduling and algorithms for dynamic sensor scheduling and management Coverage of the posterior Cramer-Rao lower bound (PCRLB) for target tracking and sensor management Insight into cutting-edge military and civilian applications, including intelligence, surveillance, and reconnaissance (ISR) With its emphasis on the latest research results, Integrated Tracking, Classification, and Sensor Management is an invaluable guide for researchers and practitioners in statistical signal processing, radar systems, operations research, and control theory.
Author: Margaret Mizushima
Publisher: Crooked Lane Books
ISBN: 1643851365
Category : Fiction
Languages : en
Pages : 299
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Book Description
A Library Reads “Top Pick” Finalist, Colorado Book Awards, Mystery “Another compelling mystery” in Timber Creek’s “vivid Colorado setting” that is “sure to appeal to fans of Margaret Coel or Nevada Barr” (Shelf Awareness) Two brutal murders, a menacing band of poachers, and a fearsome creature on the loose in the mountains plunge Mattie Cobb and her K-9 partner Robo into a sinister vortex. An explosion outside a community dance sends Mattie Cobb and Cole Walker reeling into the night, where they discover a burning van and beside it the body of outfitter Nate Fletcher. But the explosion didn't kill Nate—it was two gunshots to the heart. The investigation leads them to the home of rancher Doyle Redman, whose daughter is Nate’s widow, and the object of one of their suspect’s affection. But before they can make an arrest, they receive an emergency call from a man who’s been shot in the mountains. Mattie and Robo rush to the scene, only to be confronted by the ominous growl of a wild predator. As new players emerge on the scene, Mattie begins to understand the true danger that’s enveloping Timber Creek. They journey into the cold, misty mountains to track the animal—but discover something even more deadly in Tracking Game, the fifth installment in Margaret Mizushima's Timber Creek K-9 mysteries.
Author:
Publisher: IOS Press
ISBN:
Category :
Languages : en
Pages : 6097
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Book Description
Author: Mario Alberto Jordán
Publisher: BoD – Books on Demand
ISBN: 9533072008
Category : Computers
Languages : en
Pages : 541
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Book Description
Discrete-Time Systems comprehend an important and broad research field. The consolidation of digital-based computational means in the present, pushes a technological tool into the field with a tremendous impact in areas like Control, Signal Processing, Communications, System Modelling and related Applications. This book attempts to give a scope in the wide area of Discrete-Time Systems. Their contents are grouped conveniently in sections according to significant areas, namely Filtering, Fixed and Adaptive Control Systems, Stability Problems and Miscellaneous Applications. We think that the contribution of the book enlarges the field of the Discrete-Time Systems with signification in the present state-of-the-art. Despite the vertiginous advance in the field, we also believe that the topics described here allow us also to look through some main tendencies in the next years in the research area.
Author: B. G. Quinn
Publisher: Cambridge University Press
ISBN: 9780521804462
Category : Computers
Languages : en
Pages : 282
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Book Description
This book presents practical techniques for estimating frequencies of signals. Includes Matlab code. For researchers.
Author: Shirlee McCoy
Publisher: Harlequin
ISBN: 0373445202
Category : Fiction
Languages : en
Pages : 220
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Book Description
In the night, a young boy goes missing from his bedroom. Police detective Austin Black assures desperate single mother Eva Billows that he'll find her son. He has to, so he can put to rest his own harrowing memories. With his search-and-rescue bloodhound, Justice, Austin searches every inch of Sagebrush, Texas. And when Eva insists on helping, Austin can't turn her away. Eva trusts no one, especially police, but this time, Austin--and Justice--won't let her down.
