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Tracking Objects Type Changes With Fuzzy Based Fusion Rule
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Book Synopsis Tracking object's type changes with fuzzy based fusion rule by : Albena Tchamova
Download or read book Tracking object's type changes with fuzzy based fusion rule written by Albena Tchamova and published by Infinite Study. This book was released on with total page 11 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper the behavior of three combinational rules for temporal/ sequential attribute data fusion for target type estimation are analyzed. The comparative analysis is based on: Dempster’s fusion rule proposed in Dempster-Shafer Theory.
Book Synopsis Advances and Applications of DSmT for Information Fusion, Vol. IV by : Florentin Smarandache, Jean Dezert
Download or read book Advances and Applications of DSmT for Information Fusion, Vol. IV written by Florentin Smarandache, Jean Dezert and published by Infinite Study. This book was released on 2015-03-01 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fourth volume on Advances and Applications of Dezert-Smarandache Theory (DSmT) for information fusion collects theoretical and applied contributions of researchers working in different fields of applications and in mathematics. The contributions (see List of Articles published in this book, at the end of the volume) have been published or presented after disseminating the third volume (2009, http://fs.gallup.unm.edu/DSmT-book3.pdf) ininternational conferences, seminars, workshops and journals.
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.
Book Synopsis Object identification using T-conorm/norm fusion rule by : Albena Tchamova
Download or read book Object identification using T-conorm/norm fusion rule written by Albena Tchamova and published by Infinite Study. This book was released on with total page 10 pages. Available in PDF, EPUB and Kindle. Book excerpt: This small chapter presents an approach providing fast reduction of total ignorance in the process of target identification. It utilizes the recently defined fusion rule based on fuzzy T-conorm/Tnorm operators, as well as all the available information from the adjoint sensor and additional information obtained from the a priori defined objective and subjective considerations, concerning relationships between the attribute components at different levels of abstraction.
Book Synopsis Adaptive Fusion Approach for Multiple Feature Object Tracking by : Evan William Krieger
Download or read book Adaptive Fusion Approach for Multiple Feature Object Tracking written by Evan William Krieger and published by . This book was released on 2018 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt: Visual object tracking is an important research area within computer vision. Object tracking has applications in security, surveillance, robotics, and safety systems. In generic single object tracking, the problem is constrained to short-term tracking where the target is initialized using its location in a single frame and the tracker is not reinitialized. This is challenging because trackers must update the target model using predicted targets in later frames. However, this has a large potential to cause model drift as errors are introduced over time. Additional challenges that are present in visual tracking include illumination changes, partial and full occlusions, deformation of the target, viewpoints changes, scale change, complex backgrounds and clutter, and similar objects in the scene. A widely used strategy for improved tracking is to combine various complementary features. Combination strategies are varied in how they use the multiple features or trackers. Adaptive fusion is performed by basing the weighting on the value of individual estimates in previous frames. The proposed tracking scheme takes inspiration from human vision to reduce the risk of tracking errors. In our proposed tracking scheme, the learned adaptive feature fusion (LAFF) method, a robust modular tracker is created by adaptability updating the weighting scheme based on a trained system for scoring each estimator. This is accomplished by first researching previous feature fusion techniques and examining their shortcomings. A variance ratio based method for adaptive feature fusion (AFF) is developed and evaluated. Next, a machine learning based method is created to help further improve robustness for the tracker. The LAFF method is an extension of AFF that teaches a machine learned regressor to generate fusion weights for a set of features. A suite of diverse features is selected for fast and accurate tracking, while also demonstrating the advantage of adaptive fusion. These features are improved to introduce more diversity into the target model. Additional tracking components are developed to overcome specific track challenges and to increase the overall robustness of the tracker. These improvements include work on search area selection, occlusion handling, and target scale change. A motion tracker is also developed to interact in parallel to the feature tracker. The two main goals of the proposed tracker are to be a robust tracker and a modular multi-estimate tracker. The robustness indicates that the tracker can overcome typical challenges that are present in the data. The tracker should also be robust to the target selection, meaning the boundary should not be expected to be perfect. A modular multi-feature tracker implies that the tracker is made up of multiple feature types and that these can be user selected based on need. It also means that new features or trackers can be incorporated easily into the existing frame and the tracker will automatically adjust to best utilize the new features. The features can be limited for performance on a certain operating platform or expanded to achieve higher accuracy. The LAFF tracker is evaluated on four diverse datasets against a set of competitive single and multi-estimate trackers.
Download or read book Handbook of Medical Imaging written by and published by Academic Press. This book was released on 2000-10-09 with total page 983 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, the remarkable advances in medical imaging instruments have increased their use considerably for diagnostics as well as planning and follow-up of treatment. Emerging from the fields of radiology, medical physics and engineering, medical imaging no longer simply deals with the technology and interpretation of radiographic images. The limitless possibilities presented by computer science and technology, coupled with engineering advances in signal processing, optics and nuclear medicine have created the vastly expanded field of medical imaging. The Handbook of Medical Imaging is the first comprehensive compilation of the concepts and techniques used to analyze and manipulate medical images after they have been generated or digitized. The Handbook is organized in six sections that relate to the main functions needed for processing: enhancement, segmentation, quantification, registration, visualization as well as compression storage and telemedicine. * Internationally renowned authors(Johns Hopkins, Harvard, UCLA, Yale, Columbia, UCSF) * Includes imaging and visualization * Contains over 60 pages of stunning, four-color images
Download or read book Eurofuse 2011 written by Bernard De Baets and published by Springer Science & Business Media. This book was released on 2011-09-25 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This carefully edited book comprises the papers from EUROFUSE 2011 Workshop on Fuzzy Methods for Knowledge-based Systems. EUROFUSE was established in 1998 as the EURO (the Association of European Operational Research Societies) Working Group on Fuzzy Sets, as a successor of the former European Chapter of IFSA (the International Fuzzy Systems Association). The present EUROFUSE 2011 workshop is held at Régua, Portugal, 21-23 September, in the World Heritage Site of the Douro Wine Region and is organised by Pedro Melo-Pinto and Pedro Couto. The workshop is devoted to Fuzzy Methods for Knowledge-based Systems. And has the goal to bring together researchers and practitioners developing and applying fuzzy techniques in preference modelling and decision making in an informal atmosphere. EUROFUSE 2011 has three distinguished invited speakers: Francisco Herrera (Granada, Spain), Radko Mesiar (Bratislava, Slovakia) and Jose Luis Garcia Lapresta (Valladolid, Spain). Next to the invited speakers, the three day program consists of 37 lectures. In total, there are 70 participants from 10 countries. This edited volume contains the final revised manuscripts on the basis of which the program was put together.
Book Synopsis Prediction and Recognition of Piracy Efforts Using Collaborative Human-centric Information Systems by : Éloi Bossé
Download or read book Prediction and Recognition of Piracy Efforts Using Collaborative Human-centric Information Systems written by Éloi Bossé and published by IOS Press. This book was released on 2013 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Maritime piracy is the cause of widespread international concern, and the number of pirate attacks has increased substantially in recent years. Many commercial vessels are inherently vulnerable to attack because of their size and relative slowness, and technological improvements have resulted in smaller crews on large vessels, whilst the absence of enforcement agencies in international waters has served only to make pirates more daring. Collaborative human-centric information support systems can significantly improve the ability of every nation to predict and prevent pirate attacks, or to recognize the nature and size of an attack rapidly when prevention fails, and improve the collective response to an emergency. This book presents the papers delivered at the NATO Advanced Study Institute (ASI) Prediction and Recognition of Piracy Efforts Using Collaborative Human-Centric Information Systems, held in Salamanca, Spain, in September 2011. A significant observation from previous NATO Advanced Study Institutes and Workshops was that domain experts responsible for maritime security were not fully aware of the wide variety of technological solutions available to enhance their support systems, and that although technology experts have a general understanding of the requirements in security systems, they often lacked knowledge concerning the operational constraints affecting those who implement security procedures. This ASI involved both technology and domain experts, as well as students from related fields of study. It offered an opportunity for them to discuss the issues surrounding the prediction, recognition and deterrence of maritime piracy, and will be of interest to all those whose work is related to this internationally important issue.
Book Synopsis Applications of Fuzzy Logic Technology by :
Download or read book Applications of Fuzzy Logic Technology written by and published by . This book was released on 1996 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Design and the Reliability Factor by : John Day
Download or read book Design and the Reliability Factor written by John Day and published by SAE International. This book was released on 2015-11-23 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sophisticated infotainment systems, lane departure warning, adaptive cruise control, and blind-spot monitoring are increasingly common in cars today. The proliferation of automotive electronics and other “smart” features has increased the market for automotive semiconductor devices and the number of sensors per vehicle. Yet, more chips and greater functionality translate to further networking/communications activity within the car, and that raises the prospect of potentially serious errors. How to minimize them by design is the focus of this book, which contains seven of SAE International’s handpicked technical papers, covering: • A way to calculate the reliability of priority-driven, real-time components with respect to timing failures, resulting in a realistic estimate of each component’s reliability. • A delayed-decision cycle detection method that can detect and prevent spoofing attacks with high accuracy. • An AUTOSAR-compliant automotive platform for meeting reliability and timing constraints. • An eight-point process for determining the cause of failures with real-world cases in which the process was used. • The use of accelerated reliability and durability testing technology for better performance estimation. • How to achieve reliable sensor-fusion despite system complexity and inconsistency. • How to improve domain controller availability while maintaining functional safety in mixed-criticality automotive safety systems.
Book Synopsis The ... IEEE International Conference on Fuzzy Systems Proceedings by :
Download or read book The ... IEEE International Conference on Fuzzy Systems Proceedings written by and published by . This book was released on 1998 with total page 856 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Fuzzy Sets and Their Applications to Cognitive and Decision Processes by : Lotfi A. Zadeh
Download or read book Fuzzy Sets and Their Applications to Cognitive and Decision Processes written by Lotfi A. Zadeh and published by Academic Press. This book was released on 2014-06-28 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fuzzy Sets and Their Applications to Cognitive and Decision Processes contains the proceedings of the U.S.-Japan Seminar on Fuzzy Sets and Their Applications, held at the University of California in Berkeley, California, on July 1-4, 1974. The seminar provided a forum for discussing a broad spectrum of topics related to the theory of fuzzy sets, ranging from its mathematical aspects to applications in human cognition, communication, decision making, and engineering systems analysis. Comprised of 19 chapters, this book begins with an introduction to the calculus of fuzzy restrictions, followed by a discussion on fuzzy programs and their execution. Subsequent chapters focus on fuzzy relations, fuzzy graphs, and their applications to clustering analysis; risk and decision making in a fuzzy environment; fractionally fuzzy grammars and their application to pattern recognition; and applications of fuzzy sets in psychology. An approach to pattern recognition and associative memories using fuzzy logic is also described. This monograph will be of interest to students and practitioners in the fields of computer science, engineering, psychology, and applied mathematics.
Book Synopsis Electrical & Electronics Abstracts by :
Download or read book Electrical & Electronics Abstracts written by and published by . This book was released on 1997 with total page 1948 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Automatic Object Recognition written by and published by . This book was released on 1994 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Multi-sensor Multi-target Data Fusion, Tracking and Identification Techniques for Guidance and Control Applications by :
Download or read book Multi-sensor Multi-target Data Fusion, Tracking and Identification Techniques for Guidance and Control Applications written by and published by . This book was released on 1996 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Resumé på fransk.
Book Synopsis Springer Handbook of Robotics by : Bruno Siciliano
Download or read book Springer Handbook of Robotics written by Bruno Siciliano and published by Springer. This book was released on 2016-07-27 with total page 2259 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this handbook provides a state-of-the-art overview on the various aspects in the rapidly developing field of robotics. Reaching for the human frontier, robotics is vigorously engaged in the growing challenges of new emerging domains. Interacting, exploring, and working with humans, the new generation of robots will increasingly touch people and their lives. The credible prospect of practical robots among humans is the result of the scientific endeavour of a half a century of robotic developments that established robotics as a modern scientific discipline. The ongoing vibrant expansion and strong growth of the field during the last decade has fueled this second edition of the Springer Handbook of Robotics. The first edition of the handbook soon became a landmark in robotics publishing and won the American Association of Publishers PROSE Award for Excellence in Physical Sciences & Mathematics as well as the organization’s Award for Engineering & Technology. The second edition of the handbook, edited by two internationally renowned scientists with the support of an outstanding team of seven part editors and more than 200 authors, continues to be an authoritative reference for robotics researchers, newcomers to the field, and scholars from related disciplines. The contents have been restructured to achieve four main objectives: the enlargement of foundational topics for robotics, the enlightenment of design of various types of robotic systems, the extension of the treatment on robots moving in the environment, and the enrichment of advanced robotics applications. Further to an extensive update, fifteen new chapters have been introduced on emerging topics, and a new generation of authors have joined the handbook’s team. A novel addition to the second edition is a comprehensive collection of multimedia references to more than 700 videos, which bring valuable insight into the contents. The videos can be viewed directly augmented into the text with a smartphone or tablet using a unique and specially designed app. Springer Handbook of Robotics Multimedia Extension Portal: http://handbookofrobotics.org/
Author :Lawrence A. Klein Publisher :SPIE-International Society for Optical Engineering ISBN 13 :9781510627642 Total Pages :235 pages Book Rating :4.6/5 (276 download)
Book Synopsis Sensor and Data Fusion for Intelligent Transportation Systems by : Lawrence A. Klein
Download or read book Sensor and Data Fusion for Intelligent Transportation Systems written by Lawrence A. Klein and published by SPIE-International Society for Optical Engineering. This book was released on 2019 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Sensor and Data Fusion for Intelligent Transportation Systems introduces readers to the roles of the data fusion processes defined by the Joint Directors of Laboratories (JDL) data fusion model, data fusion algorithms, and noteworthy applications of data fusion to ITS. Additionally, the monograph offers detailed descriptions of three of the widely applied data fusion techniques and their relevance to ITS (namely, Bayesian inference, Dempster-Shafer evidential reasoning, and Kalman filtering), and indicates directions for future research in the area of data fusion. The focus is on data fusion algorithms rather than on sensor and data fusion architectures, although the book does summarize factors that influence the selection of a fusion architecture and several architecture frameworks"--
