A Neural Network Based Data Association Algorithm for Multitarget Tracking

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Publisher :
ISBN 13 :
Total Pages : 290 pages
Book Rating : 4.:/5 (286 download)

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Book Synopsis A Neural Network Based Data Association Algorithm for Multitarget Tracking by : Yuh-Shane Hwu

Download or read book A Neural Network Based Data Association Algorithm for Multitarget Tracking written by Yuh-Shane Hwu and published by . This book was released on 1993 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multitarget Tracking Using a Neural Network for Data Association

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Publisher :
ISBN 13 :
Total Pages : 80 pages
Book Rating : 4.:/5 (327 download)

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Book Synopsis Multitarget Tracking Using a Neural Network for Data Association by : Ron Abelson

Download or read book Multitarget Tracking Using a Neural Network for Data Association written by Ron Abelson and published by . This book was released on 1994 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Neural information processing [electronic resource]

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Publisher : Springer Science & Business Media
ISBN 13 : 3540239316
Total Pages : 1397 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Neural information processing [electronic resource] by : Nikil R. Pal

Download or read book Neural information processing [electronic resource] written by Nikil R. Pal and published by Springer Science & Business Media. This book was released on 2004-11-18 with total page 1397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation This book constitutes the refereed proceedings of the 11th International Conference on Neural Information Processing, ICONIP 2004, held in Calcutta, India in November 2004. The 186 revised papers presented together with 24 invited contributions were carefully reviewed and selected from 470 submissions. The papers are organized in topical sections on computational neuroscience, complex-valued neural networks, self-organizing maps, evolutionary computation, control systems, cognitive science, adaptive intelligent systems, biometrics, brain-like computing, learning algorithms, novel neural architectures, image processing, pattern recognition, neuroinformatics, fuzzy systems, neuro-fuzzy systems, hybrid systems, feature analysis, independent component analysis, ant colony, neural network hardware, robotics, signal processing, support vector machine, time series prediction, and bioinformatics.

Proceedings of the 1995 World Congress on Neural Networks

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Publisher : Routledge
ISBN 13 : 1317729358
Total Pages : 280 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Proceedings of the 1995 World Congress on Neural Networks by : Joseph T. DeWitte

Download or read book Proceedings of the 1995 World Congress on Neural Networks written by Joseph T. DeWitte and published by Routledge. This book was released on 2019-02-21 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Centered around major topic areas of both theoretical and practical importance, the World Congress on Neural Networks provides its registrants -- from a diverse background encompassing industry, academia, and government -- with the latest research and applications in the neural network field.

Generalized Data Association for Multitarget Tracking in Clutter

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Publisher : Infinite Study
ISBN 13 :
Total Pages : 23 pages
Book Rating : 4./5 ( download)

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Book Synopsis Generalized Data Association for Multitarget Tracking in Clutter by : A. Tchamova

Download or read book Generalized Data Association for Multitarget Tracking in Clutter written by A. Tchamova and published by Infinite Study. This book was released on with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of this chapter is to present an approach for target track ing in cluttered environment, which incorporates the advanced concept of generalized data (kinematics and attribute) association (GDA) to improve track maintenance performance in complicated situations (closely spaced and/or crossing targets), when kinematics data are insufficient for correct decision making.

Group-target Tracking

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Publisher : Springer
ISBN 13 : 981101888X
Total Pages : 175 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Group-target Tracking by : Wen-dong Geng

Download or read book Group-target Tracking written by Wen-dong Geng and published by Springer. This book was released on 2016-10-01 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes grouping detection and initiation; group initiation algorithm based on geometry center; data association and track continuity; as well as separate-detection and situation cognition for group-target. It specifies the tracking of the target in different quantities and densities. At the same time, it integrates cognition into the application. Group-target Tracking is designed as a book for advanced-level students and researchers in the area of radar systems, information fusion of multi-sensors and electronic countermeasures. It is also a valuable reference resource for professionals working in this field.

Multitarget Tracking Performance based on the Quality Assessment of Data Association

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Publisher : Infinite Study
ISBN 13 :
Total Pages : 8 pages
Book Rating : 4./5 ( download)

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Book Synopsis Multitarget Tracking Performance based on the Quality Assessment of Data Association by : Jean Dezert

Download or read book Multitarget Tracking Performance based on the Quality Assessment of Data Association written by Jean Dezert and published by Infinite Study. This book was released on with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main objective of this paper is to present, to apply, and to test the effectiveness of the new method, based on belief functions, proposed by Dezert et al. in order to evaluate the quality of the individual association pairings provided in the classical optimal data association solution for improving the performances of multitarget tracking systems in clutter, when some of the association decisions given in the optimal assignment solution are unreliable and doubtful and lead to potentially critical mistake. This evaluation is based on a Monte Carlo simulation for particular difficult maneuvering and nonmaneuvering MTT problems in clutter. A comparison with the results obtained on the base of Kinematic only Data Association and Generalized Data Association is made.

Proceedings Of The 11th Joint International Computer Conference: Jicc 2005

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Publisher : World Scientific
ISBN 13 : 9814479136
Total Pages : 1009 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Proceedings Of The 11th Joint International Computer Conference: Jicc 2005 by : Qingsheng Zhu

Download or read book Proceedings Of The 11th Joint International Computer Conference: Jicc 2005 written by Qingsheng Zhu and published by World Scientific. This book was released on 2005-10-07 with total page 1009 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest techniques, algorithms, research accomplishments and trend in computer science and engineering. It collects together 222 peer reviewed papers presented at the 11th Joint International Computer Conference. The theme of this year is “IT: Intellectual Capital for the Betterment of Human Life”. The articles in this book cover a wide range of active and interesting areas such as Digital Entertainment, Grid Computing, Embedded System, Web Service and Knowledge Engineering. This book serves as a good reference not only for researchers but also for graduate students in corresponding fields.The proceedings have been selected for coverage in:•Index to Scientific & Technical Proceedings (ISTP CDROM version / ISI Proceedings)•CC Proceedings — Engineering & Physical Sciences

International Conference on Intelligent Computing: Intelligent computing

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Publisher : Springer Science & Business Media
ISBN 13 : 3540372717
Total Pages : 1357 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis International Conference on Intelligent Computing: Intelligent computing by : De-Shuang Huang

Download or read book International Conference on Intelligent Computing: Intelligent computing written by De-Shuang Huang and published by Springer Science & Business Media. This book was released on 2006-08-04 with total page 1357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Conference on Intelligent Computing, ICIC 2006, held in Kunming, China, August 2006. The book collects 161 carefully chosen and revised full papers. Topical sections include neural networks, evolutionary computing and genetic algorithms, kernel methods, combinatorial and numerical optimization, multiobjective evolutionary algorithms, neural optimization and dynamic programming, as well as case-based reasoning and probabilistic reasoning.

Estimation and Data Association Algorithms for Multisensor-multitarget Tracking

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Publisher :
ISBN 13 :
Total Pages : 280 pages
Book Rating : 4.:/5 (356 download)

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Book Synopsis Estimation and Data Association Algorithms for Multisensor-multitarget Tracking by : Muralidhar Krishna Yeddanapudi

Download or read book Estimation and Data Association Algorithms for Multisensor-multitarget Tracking written by Muralidhar Krishna Yeddanapudi and published by . This book was released on 1996 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of 2022 International Conference on Autonomous Unmanned Systems (ICAUS 2022)

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Publisher : Springer Nature
ISBN 13 : 981990479X
Total Pages : 3985 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Proceedings of 2022 International Conference on Autonomous Unmanned Systems (ICAUS 2022) by : Wenxing Fu

Download or read book Proceedings of 2022 International Conference on Autonomous Unmanned Systems (ICAUS 2022) written by Wenxing Fu and published by Springer Nature. This book was released on 2023-03-10 with total page 3985 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes original, peer-reviewed research papers from the ICAUS 2022, which offers a unique and interesting platform for scientists, engineers and practitioners throughout the world to present and share their most recent research and innovative ideas. The aim of the ICAUS 2022 is to stimulate researchers active in the areas pertinent to intelligent unmanned systems. The topics covered include but are not limited to Unmanned Aerial/Ground/Surface/Underwater Systems, Robotic, Autonomous Control/Navigation and Positioning/ Architecture, Energy and Task Planning and Effectiveness Evaluation Technologies, Artificial Intelligence Algorithm/Bionic Technology and Its Application in Unmanned Systems. The papers showcased here share the latest findings on Unmanned Systems, Robotics, Automation, Intelligent Systems, Control Systems, Integrated Networks, Modeling and Simulation. It makes the book a valuable asset for researchers, engineers, and university students alike.

Proceedings of 3rd 2023 International Conference on Autonomous Unmanned Systems (3rd ICAUS 2023)

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Publisher : Springer Nature
ISBN 13 : 981971091X
Total Pages : 526 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Proceedings of 3rd 2023 International Conference on Autonomous Unmanned Systems (3rd ICAUS 2023) by : Yi Qu

Download or read book Proceedings of 3rd 2023 International Conference on Autonomous Unmanned Systems (3rd ICAUS 2023) written by Yi Qu and published by Springer Nature. This book was released on with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt:

New Advances in Dependability of Networks and Systems

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Publisher : Springer Nature
ISBN 13 : 3031067460
Total Pages : 413 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis New Advances in Dependability of Networks and Systems by : Wojciech Zamojski

Download or read book New Advances in Dependability of Networks and Systems written by Wojciech Zamojski and published by Springer Nature. This book was released on 2022-05-26 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book consists of papers on selected topics of dependability analysis in computer systems and networks which were discussed during the 17th DepCoS-RELCOMEX conference held in Wrocław, Poland, from June 27th to July 1st, 2022. Their collection will be an interesting source material for scientists, researchers, practitioners and students who are dealing with design, analysis and engineering of computer systems and networks and must ensure their dependable operation. Being probably the most complex technical systems ever engineered by man (and also, the most dynamically evolving ones), organization of contemporary computer systems and networks cannot be interpreted only as a structure built on the base of unreliable technical resources. Their evaluation must take into account a unique blend of interacting people, networks (together with mobile properties, cloud organization, Internet of Everything, etc.) and a large number of users dispersed geographically and constantly producing an unconceivable number of applications. Research methods being continuously developed for dependability analyses apply newest results of artificial and computational intelligence. Selection of papers in this book illustrates broad range of topics, often multi-disciplinary, which is considered in present-day dependability explorations; it also reveals an increasing role of the latest methods based on machine/deep learning and neural networks in these studies.

A Comparative Analysis of QADA-KF with JPDAF for Multitarget Tracking in Clutter

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Publisher : Infinite Study
ISBN 13 :
Total Pages : 8 pages
Book Rating : 4./5 ( download)

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Book Synopsis A Comparative Analysis of QADA-KF with JPDAF for Multitarget Tracking in Clutter by : Jean Dezert

Download or read book A Comparative Analysis of QADA-KF with JPDAF for Multitarget Tracking in Clutter written by Jean Dezert and published by Infinite Study. This book was released on with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a comparative analysis of performances of two types of multi-target tracking algorithms: 1) the Joint Probabilistic Data Association Filter (JPDAF), and 2) classical Kalman Filter based algorithms for multi-target tracking improved with Quality Assessment of Data Association (QADA) method using optimal data association. The evaluation is based on Monte Carlo simulations for difficult maneuvering multiple-target tracking (MTT) problems in clutter.

Multitarget Tracking in Clutter based on Generalized Data Association: Performance Evaluation of Fusion Rules

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Publisher : Infinite Study
ISBN 13 :
Total Pages : 18 pages
Book Rating : 4./5 ( download)

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Book Synopsis Multitarget Tracking in Clutter based on Generalized Data Association: Performance Evaluation of Fusion Rules by : J. Dezert

Download or read book Multitarget Tracking in Clutter based on Generalized Data Association: Performance Evaluation of Fusion Rules written by J. Dezert and published by Infinite Study. This book was released on with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of this chapter is to present and compare different fusion rules which can be used for Generalized Data Association (GDA) for multitarget tracking (MTT) in clutter.

Data Science: From Research to Application

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Publisher : Springer Nature
ISBN 13 : 3030373096
Total Pages : 350 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Data Science: From Research to Application by : Mahdi Bohlouli

Download or read book Data Science: From Research to Application written by Mahdi Bohlouli and published by Springer Nature. This book was released on 2020-01-28 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents outstanding theoretical and practical findings in data science and associated interdisciplinary areas. Its main goal is to explore how data science research can revolutionize society and industries in a positive way, drawing on pure research to do so. The topics covered range from pure data science to fake news detection, as well as Internet of Things in the context of Industry 4.0. Data science is a rapidly growing field and, as a profession, incorporates a wide variety of areas, from statistics, mathematics and machine learning, to applied big data analytics. According to Forbes magazine, “Data Science” was listed as LinkedIn’s fastest-growing job in 2017. This book presents selected papers from the International Conference on Contemporary Issues in Data Science (CiDaS 2019), a professional data science event that provided a real workshop (not “listen-shop”) where scientists and scholars had the chance to share ideas, form new collaborations, and brainstorm on major challenges; and where industry experts could catch up on emerging solutions to help solve their concrete data science problems. Given its scope, the book will benefit not only data scientists and scientists from other domains, but also industry experts, policymakers and politicians.

Artificial Intelligence and Neural Networks

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Publisher : Springer Science & Business Media
ISBN 13 : 3540367136
Total Pages : 236 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Artificial Intelligence and Neural Networks by : F. Acar Savaci

Download or read book Artificial Intelligence and Neural Networks written by F. Acar Savaci and published by Springer Science & Business Media. This book was released on 2006-07-18 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the 14th Turkish Symposium on Artificial Intelligence and Neural Networks, TAINN 2005, held in Izmir, Turkey, June 2005. The book presents 26 revised full papers categorized in topical sections on robotics, image processing, classification, learning theory and support vector machines, fuzzy neural networks, robotics, fuzzy logic, machine learning, engineering applications, and neural networks architecture.