Multi Level Bayesian Models For Environment Perception
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Multi Level Bayesian Models For Environment Perception
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Author : Csaba Benedek
language : en
Publisher: Springer Nature
Release Date : 2022-04-18
Multi Level Bayesian Models For Environment Perception written by Csaba Benedek and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-18 with Mathematics categories.
This book deals with selected problems of machine perception, using various 2D and 3D imaging sensors. It proposes several new original methods, and also provides a detailed state-of-the-art overview of existing techniques for automated, multi-level interpretation of the observed static or dynamic environment. To ensure a sound theoretical basis of the new models, the surveys and algorithmic developments are performed in well-established Bayesian frameworks. Low level scene understanding functions are formulated as various image segmentation problems, where the advantages of probabilistic inference techniques such as Markov Random Fields (MRF) or Mixed Markov Models are considered. For the object level scene analysis, the book mainly relies on the literature of Marked Point Process (MPP) approaches, which consider strong geometric and prior interaction constraints in object population modeling. In particular, key developments are introduced in the spatial hierarchical decomposition of the observed scenarios, and in the temporal extension of complex MRF and MPP models. Apart from utilizing conventional optical sensors, case studies are provided on passive radar (ISAR) and Lidar-based Bayesian environment perception tasks. It is shown, via several experiments, that the proposed contributions embedded into a strict mathematical toolkit can significantly improve the results in real world 2D/3D test images and videos, for applications in video surveillance, smart city monitoring, autonomous driving, remote sensing, and optical industrial inspection.
Multi Level Bayesian Models For Environment Perception
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Author : Csaba Benedek
language : en
Publisher:
Release Date : 2022
Multi Level Bayesian Models For Environment Perception written by Csaba Benedek and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
This book deals with selected problems of machine perception, using various 2D and 3D imaging sensors. It proposes several new original methods, and also provides a detailed state-of-the-art overview of existing techniques for automated, multi-level interpretation of the observed static or dynamic environment. To ensure a sound theoretical basis of the new models, the surveys and algorithmic developments are performed in well-established Bayesian frameworks. Low level scene understanding functions are formulated as various image segmentation problems, where the advantages of probabilistic inference techniques such as Markov Random Fields (MRF) or Mixed Markov Models are considered. For the object level scene analysis, the book mainly relies on the literature of Marked Point Process (MPP) approaches, which consider strong geometric and prior interaction constraints in object population modeling. In particular, key developments are introduced in the spatial hierarchical decomposition of the observed scenarios, and in the temporal extension of complex MRF and MPP models. Apart from utilizing conventional optical sensors, case studies are provided on passive radar (ISAR) and Lidar-based Bayesian environment perception tasks. It is shown, via several experiments, that the proposed contributions embedded into a strict mathematical toolkit can significantly improve the results in real world 2D/3D test images and videos, for applications in video surveillance, smart city monitoring, autonomous driving, remote sensing, and optical industrial inspection.
International Encyclopedia Of Statistical Science
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Author : Miodrag Lovric
language : en
Publisher: Springer Nature
Release Date : 2025-06-19
International Encyclopedia Of Statistical Science written by Miodrag Lovric and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-19 with Mathematics categories.
The International Encyclopedia of Statistical Science stands as a monumental effort to enrich statistics education globally, particularly in regions facing educational challenges. By amalgamating the expertise of over 700 authors from 110 countries, including Nobel Laureates and presidents of statistical societies, it offers an unparalleled resource for readers worldwide. This encyclopedia is not just a collection of entries; it is a concerted effort to revive statistics as a vibrant, critical field of study and application. Providing a comprehensive and accessible account of statistical terms, methods, and applications, it enables readers to gain a quick insight into the subject, regardless of their background. This work serves to refresh and expand the knowledge of researchers, managers, and practitioners, highlighting the relevance and applicability of statistics across various fields, from economics and business to healthcare and public policy. Furthermore, it aims to inspire students by demonstrating the significance of statistics in solving real-world problems, thus encouraging a new generation to explore and contribute to the field.
The Routledge Companion To Literature And Cognitive Studies
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Author : Jan Alber
language : en
Publisher: Taylor & Francis
Release Date : 2025-07-31
The Routledge Companion To Literature And Cognitive Studies written by Jan Alber and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-31 with Literary Criticism categories.
The Routledge Companion to Literature and Cognitive Studies offers a comprehensive survey of cognitive approaches to literature, introducing the influential theoretical tools and latest developments in this vigorously multi-disciplinary field, with leading scholars illuminating the cognitive, affective, and bodily dimensions of literary reading. Comprised three main sections, this Companion oversees the history of the field, core issues and topics, and the vital new debates of cognitive theory. This volume introduces readers to the many new tools and methodologies in the field, including: the context of the first generation of cognitive literary studies mental representations and information-processing paradigms critical debates and developments, including cognitive cultural studies, 4E cognition and literature, as well as empirical investigations of cognitive processes approaches to a variety of literary genres and media This comprehensive Companion provides an important reference work for upper-level students and researchers delving into the interdisciplinary approaches to literature and cognitive studies.
Body Space And Pain
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Author : Camila Valenzuela-Moguillansky
language : en
Publisher: Frontiers E-books
Release Date : 2014-10-02
Body Space And Pain written by Camila Valenzuela-Moguillansky and has been published by Frontiers E-books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-02 with Neurosciences. Biological psychiatry. Neuropsychiatry categories.
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Proceedings Of The Eighth Asia International Symposium On Mechatronics
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Author : Baoyan Duan
language : en
Publisher: Springer Nature
Release Date : 2022-07-12
Proceedings Of The Eighth Asia International Symposium On Mechatronics written by Baoyan Duan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-12 with Technology & Engineering categories.
The book presents high-quality papers from the Eighth Asia International Symposium on Mechatronics (AISM 2021). It discusses the latest technological trends and advances in electromechanical coupling and environmental adaptability design of electronic equipment, sensing and measurement, mechatronics in manufacturing and automations, energy harvesting & storage, robotics, automation and control systems. It includes papers based on original theoretical, practical and experimental simulations, development, applications, measurements, and testing. The applications and solutions discussed in the book provide excellent reference material for future product development.
Thermoregulation Part I
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Author :
language : en
Publisher: Elsevier
Release Date : 2018-11-16
Thermoregulation Part I written by and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-16 with Medical categories.
Thermoregulation, Part I: From Basic Neuroscience to Clinical Neurology, Volume 154, not only reviews how body temperature regulation changes in neurological diseases, but also how this aspect affects the course and outcomes of each disease. Other sections of the volume review three therapeutic approaches that are aimed at manipulating body temperature, including induced hypothermia, induced hyperthermia and antipyretic therapy. The book is comprised of nine sections across two volumes, five dealing with the basic aspects of body temperature regulation and four dealing with the clinical aspects. Basic sections cover the Thermoregulation system, Thermoreceptors, Thermoeffectors, Neural pathways, and Thermoregulation as a homeostatic function. In addition, the book covers the physiology and neuroanatomy of the thermoregulation system and provides descriptions of how the regulation of body temperature intervenes with other physiological functions (such as sleep, osmoregulation, and immunity), stress, exercise and aging. Basic sections serve as an introduction to the four clinical sections: Body Temperature, Clinical Significance, Abnormal Body Temperature, Thermoregulation in Neurological Disease and Therapeutic Interventions. - Presents a clear, logical pathway from the fundamental physiology of thermoregulation, through neurobiology, to clinical applications and disease - Enables researchers and clinicians to better understand the value of temperature measurement in disease and the use of temperature as a therapy - Integrates content from a broad field of research, including topics on the molecular physiology of temperature receptors, to the management of accidental hypothermia
Encyclopedia Of Gis
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Author : Shashi Shekhar
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-12-12
Encyclopedia Of Gis written by Shashi Shekhar and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-12-12 with Computers categories.
The Encyclopedia of GIS provides a comprehensive and authoritative guide, contributed by experts and peer-reviewed for accuracy, and alphabetically arranged for convenient access. The entries explain key software and processes used by geographers and computational scientists. Major overviews are provided for nearly 200 topics: Geoinformatics, Spatial Cognition, and Location-Based Services and more. Shorter entries define specific terms and concepts. The reference will be published as a print volume with abundant black and white art, and simultaneously as an XML online reference with hyperlinked citations, cross-references, four-color art, links to web-based maps, and other interactive features.
The Routledge Handbook Of Research Methods In Spirituality And Contemplative Studies
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Author : Bernadette Flanagan
language : en
Publisher: Taylor & Francis
Release Date : 2024-09-03
The Routledge Handbook Of Research Methods In Spirituality And Contemplative Studies written by Bernadette Flanagan and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-03 with Religion categories.
The Routledge Handbook of Research Methods in Spirituality and Contemplative Studies provides the first authoritative overview of methodology in this growing field. Against the background of the pandemic and other global challenges, spirituality is expanding as an agreed term with which to discuss the efforts people make to be fully present to deeper, invisible dimensions of their personal identity and external reality, but until now there have been few resources exploring the different methodological approaches researchers take. This book explores the primary methodologies emerging: First Person, Second Person, and Third Person, and provides a systematisation of spirituality research in applied contexts for the first time. Comprising 33 chapters by a team of international contributors, the book is divided into seven parts: Foundations Approaches to Contemplative Research Contemplative Research in Education Contemplative Research in Work and Leadership Contemplative Research in Science, Health, and Healing Contemplative Research in Social Sciences Contemplative Research and the Way Forward The Handbook provides readers, practitioners, and policymakers with methods and approaches which can facilitate a spiritual and contemplative stance in research activities. It is an essential resource for researchers and students of Religion, Spirituality, and Research Methods.
Functional Brain Mapping And The Endeavor To Understand The Working Brain
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Author : Francesco Signorelli
language : en
Publisher: BoD – Books on Demand
Release Date : 2013-06-19
Functional Brain Mapping And The Endeavor To Understand The Working Brain written by Francesco Signorelli and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-19 with Medical categories.
Functional brain mapping has by now gained a high impact on research and clinical practice: huge funds are unveiled all over the world in order to boost the research and clinical applications of this field of neuroscience. The most successful approach to unlock the mysteries of the brain, to tell it with Jay Ingram, is to bring together an interdisciplinary network of scientists and clinicians and encourage an interchange of ideas. It is this crossfire we try to promote with this book.