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Author: Igor Drecki
Publisher: Springer Science & Business Media
ISBN: 3540709673
Category : Science
Languages : en
Pages : 252
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Book Description
The book comprises a set of chapters relating to research presented at the 4th National Cartographic Conference GeoCart'2008, which was held in Auckland, New Zealand on September 1st to 3rd, 2008. The Conference is endorsed by the International Cartographic Association (ICA). The book delivers a representative, valuable and timely selection of cutting edge research in the fields of cartography and geovisualisation, with contributions from leading researchers worldwide. Each chapter has been reviewed by three international experts. The book incorporates sections on Representation, Egocentric Cartography, Geovisual Exploration of Uncertainty and Terrain, and Web Mapping.
Author: Igor Drecki
Publisher: Springer Science & Business Media
ISBN: 3540709673
Category : Science
Languages : en
Pages : 252
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Book Description
The book comprises a set of chapters relating to research presented at the 4th National Cartographic Conference GeoCart'2008, which was held in Auckland, New Zealand on September 1st to 3rd, 2008. The Conference is endorsed by the International Cartographic Association (ICA). The book delivers a representative, valuable and timely selection of cutting edge research in the fields of cartography and geovisualisation, with contributions from leading researchers worldwide. Each chapter has been reviewed by three international experts. The book incorporates sections on Representation, Egocentric Cartography, Geovisual Exploration of Uncertainty and Terrain, and Web Mapping.
Author: Wilfried Philips
Publisher: Springer
ISBN: 3540320466
Category : Computers
Languages : en
Pages : 744
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Book Description
Author: National Research Council
Publisher: National Academies Press
ISBN: 0309101492
Category : Political Science
Languages : en
Pages : 114
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Book Description
The National Geospatial-Intelligence Agency (NGA) provides geospatial intelligence (GEOINT) to support national security, both as a national intelligence and a combat support agency. In the post-9/11 world, the need for faster and more accurate geospatial intelligence is increasing. GEOINT uses imagery and geospatial data and information to provide knowledge for planning, decisions, and action. For example, data from satellites, pilotless aircraft and ground sensors are integrated with maps and other intelligence data to provide location information on a potential target. This report defines 12 hard problems in geospatial science that NGA must resolve in order to evolve their capabilities to meet future needs. Many of the hard research problems are related to integration of data collected from an ever-growing variety of sensors and non-spatial data sources, and analysis of spatial data collected during a sequence of time (spatio-temporal data). The report also suggests promising approaches in geospatial science and related disciplines for meeting these challenges. The results of this study are intended to help NGA prioritize geospatial science research directions.
Author: Satyabrata Roy
Publisher: Springer Nature
ISBN: 9811904758
Category : Technology & Engineering
Languages : en
Pages : 611
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Book Description
This book presents high-quality, peer-reviewed papers from the International Conference on “Innovations in Computational Intelligence and Computer Vision (ICICV 2021),” hosted by Manipal University Jaipur, Rajasthan, India, on August 5–6, 2021. Offering a collection of innovative ideas from researchers, scientists, academics, industry professionals and students, the book covers a variety of topics, such as artificial intelligence and computer vision, image processing and video analysis, applications and services of artificial intelligence and computer vision, interdisciplinary areas combining artificial intelligence and computer vision, and other innovative practices.
Author: Valliappa Lakshmanan
Publisher: "O'Reilly Media, Inc."
ISBN: 1098102339
Category : Computers
Languages : en
Pages : 481
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Book Description
This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a great introduction to end-to-end deep learning: dataset creation, data preprocessing, model design, model training, evaluation, deployment, and interpretability. Google engineers Valliappa Lakshmanan, Martin Görner, and Ryan Gillard show you how to develop accurate and explainable computer vision ML models and put them into large-scale production using robust ML architecture in a flexible and maintainable way. You'll learn how to design, train, evaluate, and predict with models written in TensorFlow or Keras. You'll learn how to: Design ML architecture for computer vision tasks Select a model (such as ResNet, SqueezeNet, or EfficientNet) appropriate to your task Create an end-to-end ML pipeline to train, evaluate, deploy, and explain your model Preprocess images for data augmentation and to support learnability Incorporate explainability and responsible AI best practices Deploy image models as web services or on edge devices Monitor and manage ML models
Author: Amin Mobasheri
Publisher: Springer Nature
ISBN: 3030582329
Category : Technology & Engineering
Languages : en
Pages : 166
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Book Description
This book is mainly focused on two themes: transportation and smart city applications. Open geospatial science and technology is an increasingly important paradigm that offers the opportunity to promote the democratization of geographical information, the transparency of governments and institutions, as well as social, economic and urban opportunities. During the past decade, developments in the area of open geospatial data have greatly increased. The open source GIS research community believes that combining free and open software, open data, as well as open standards, leads to the creation of a sustainable ecosystem for accelerating new discoveries to help solve global cross-disciplinary urban challenges. The vision of this book is to enrich the existing literature on this topic, and act one step towards more sustainable cities through employment of open source GIS solutions that are reproducible. Various contributions are provided and practically implemented in several urban use cases. Therefore, apart from researchers, lecturers and students in the geography/urbanism domain, crowdsourcing and VGI domain, as well as open source GIS domain, it is believed the specialists and mentors in municipalities and urban planning departments as well as professionals in private companies would be interested to read this book.
Author: Luis Alvarez
Publisher: Springer
ISBN: 3642332757
Category : Computers
Languages : en
Pages : 917
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Book Description
This book constitutes the refereed proceedings of the 17th Iberoamerican Congress on Pattern Recognition, CIARP 2012, held in Buenos Aires, Argentina, in September 2012. The 109 papers presented, among them two tutorials and four keynotes, were carefully reviewed and selected from various submissions. The papers are organized in topical sections on face and iris: detection and recognition; clustering; fuzzy methods; human actions and gestures; graphs; image processing and analysis; shape and texture; learning, mining and neural networks; medical images; robotics, stereo vision and real time; remote sensing; signal processing; speech and handwriting analysis; statistical pattern recognition; theoretical pattern recognition; and video analysis.
Author: A. Augusto de Sousa
Publisher: Springer Nature
ISBN: 3031667433
Category :
Languages : en
Pages : 419
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Book Description
Author: Zhao, Peisheng
Publisher: IGI Global
ISBN: 1609601947
Category : Computers
Languages : en
Pages : 552
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Book Description
As Web service technologies have matured in recent years, an increasing number of geospatial Web services designed to deal with spatial information over the network have emerged. Geospatial Web Services: Advances in Information Interoperability provides relevant theoretical frameworks and the latest empirical research findings and applications in the area. This book highlights the strategic role of geospatial Web services in a distributed heterogeneous environment and the life cycle of geospatial Web services for building interoperable geospatial applications.
Author: Anthony McCosker
Publisher: Routledge
ISBN: 1000061086
Category : Computers
Languages : en
Pages : 153
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Book Description
Automating Vision explores the rise of seeing machines through four case studies: facial recognition, drone vision, mobile and locative media and driverless cars. Proposing a conceptual lens of camera consciousness, which is drawn from the early visual anthropology of Gregory Bateson and Margaret Mead, Automating Vision accounts for the growing power and value of camera technologies and digital image processing. Behind the smart camera devices examined throughout the book lies a set of increasingly integrated and automated technologies underpinned by artificial intelligence, machine learning and image processing. Seeing machines are now implicated in growing visual data markets and are supported by emerging layers of infrastructure that they coproduce. In this book, Anthony McCosker and Rowan Wilken address the social impacts, the disruptions and reconfigurations to existing digital media ecosystems, to urban environments and to mobility and social relations that result from the increasing automation of vision and explore how it might be possible to ensure a safe and equitable future as we learn to see with and negotiate the interventions of seeing machines. This book will appeal to students and scholars in media, communication, cultural studies, sociology of media and science and technology studies. More resources for the book can be found at https://www.anthonymccosker.com/automating-vision.
