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Large-Scale Visual Geo-Localization (Advances in Computer Vision and Pattern Recognition) - Hardcover
Inhaltsangabe
THIS TIMELY AND AUTHORITATIVE VOLUME EXPLORES THE BIDIRECTIONAL RELATIONSHIP BETWEEN IMAGES AND LOCATIONS. THE TEXT PRESENTS A COMPREHENSIVE REVIEW OF THE STATE OF THE ART IN LARGE-SCALE VISUAL GEO-LOCALIZATION, AND DISCUSSES THE EMERGING TRENDS IN THIS AREA. VALUABLE INSIGHTS ARE SUPPLIED BY A PRE-EMINENT SELECTION OF EXPERTS IN THE FIELD, INTO A VARIED RANGE OF REAL-WORLD APPLICATIONS OF GEO-LOCALIZATION. TOPICS AND FEATURES: DISCUSSES THE LATEST METHODS TO EXPLOIT INTERNET-SCALE IMAGE DATABASES FOR DEVISING GEOGRAPHICALLY RICH FEATURES AND GEO-LOCALIZING QUERY IMAGES AT DIFFERENT SCALES; INVESTIGATES GEO-LOCALIZATION TECHNIQUES THAT ARE BUILT UPON HIGH-LEVEL AND SEMANTIC CUES; DESCRIBES METHODS THAT PERFORM PRECISE LOCALIZATION BY GEOMETRICALLY ALIGNING THE QUERY IMAGE AGAINST A 3D MODEL; REVIEWS TECHNIQUES THAT ACCOMPLISH IMAGE UNDERSTANDING ASSISTED BY THE GEO-LOCATION, AS WELL AS SEVERAL APPROACHES FOR GEO-LOCALIZATION UNDER PRACTICAL, REAL-WORLD SETTINGS.
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Reseña del editor
This timely and authoritative volume explores the bidirectional relationship between images and locations. The text presents a comprehensive review of the state of the art in large-scale visual geo-localization, and discusses the emerging trends in this area. Valuable insights are supplied by a pre-eminent selection of experts in the field, into a varied range of real-world applications of geo-localization. Topics and features: discusses the latest methods to exploit internet-scale image databases for devising geographically rich features and geo-localizing query images at different scales; investigates geo-localization techniques that are built upon high-level and semantic cues; describes methods that perform precise localization by geometrically aligning the query image against a 3D model; reviews techniques that accomplish image understanding assisted by the geo-location, as well as several approaches for geo-localization under practical, real-world settings.
Biografía del autor
Dr. Amir R. Zamir is a postdoctoral researcher at the Computer Science Department of Stanford University, CA, USA.
Dr. Asaad Hakeem is a Principal Research Scientist in the Machine Learning Division at Decisive Analytics Corporation, Arlington, VA, USA.
Dr. Luc Van Gool is a Full Professor and Head of the Computer Vision Lab at ETH Zurich, Switzerland, and the VISICS Computer Vision at KU Leuven, Belgium. His other publications include the Springer title Detection and Identification of Rare Audio-visual Cues.
Dr. Mubarak Shah is Agere Chair Professor and Director of the Center for Research in Computer Vision at the University of Central Florida, Orlando, FL, USA. He is the Series Editor of Springer’s International Series in Video Computing, and he served as an Editor-in-Chief of the Springer journal Machine Vision and Applications from 2004 to 2015.
Dr. Richard Szeliski is the Director and a founding member of the Computational Photography applied research group at Facebook, Seattle, WA, USA. He is also the author of the best-selling Springer textbook Computer Vision – Algorithms and Applications.
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- VerlagSpringer-Verlag GmbH
- Erscheinungsdatum2016
- ISBN 10 331925779X
- ISBN 13 9783319257792
- EinbandTapa dura
- SpracheEnglisch
- Auflage1
- Anzahl der Seiten364
- HerausgeberZamir Amir R., Hakeem Asaad, Szeliski Richard, Shah Mubarak, Gool Luc Van
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Large-Scale Visual Geo-Localization (Advances in Computer Vision and Pattern Recognition)
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Large-Scale Visual Geo-Localization (Advances in Computer Vision and Pattern Recognition)
Verlag:
Springer-Verlag Publishing, 2016
ISBN 10: 331925779X
ISBN 13: 9783319257792
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Buch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Thistimely and authoritative volume explores the bidirectional relationship betweenimages and locations. The text presents a comprehensive review of the state ofthe art in large-scale visual geo-localization, and discusses the emergingtrends in this area. Valuable insights are supplied by a pre-eminent selectionof experts in the field, into a varied range of real-world applications ofgeo-localization. Topics and features: discusses the latest methods to exploitinternet-scale image databases for devising geographically rich features andgeo-localizing query images at different scales; investigates geo-localizationtechniques that are built upon high-level and semantic cues; describes methodsthat perform precise localization by geometrically aligning the query imageagainst a 3D model; reviews techniques that accomplish image understandingassisted by the geo-location, as well as several approaches for geo-localizationunder practical, real-world settings. 364 pp. Englisch. Bestandsnummer des Verkäufers 9783319257792
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Large-Scale Visual Geo-Localization
Verlag:
Springer International Publishing, 2016
ISBN 10: 331925779X
ISBN 13: 9783319257792
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Thistimely and authoritative volume explores the bidirectional relationship betweenimages and locations. The text presents a comprehensive review of the state ofthe art in large-scale visual geo-localization, and discusses the emergingtrends in this area. Valuable insights are supplied by a pre-eminent selectionof experts in the field, into a varied range of real-world applications ofgeo-localization. Topics and features: discusses the latest methods to exploitinternet-scale image databases for devising geographically rich features andgeo-localizing query images at different scales; investigates geo-localizationtechniques that are built upon high-level and semantic cues; describes methodsthat perform precise localization by geometrically aligning the query imageagainst a 3D model; reviews techniques that accomplish image understandingassisted by the geo-location, as well as several approaches for geo-localizationunder practical, real-world settings. Bestandsnummer des Verkäufers 9783319257792
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Large-Scale Visual Geolocalization
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ISBN 10: 331925779X
ISBN 13: 9783319257792
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Gebunden. Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents in-depth insights from academic and industry leaders in the fieldDescribes analyses on real-world datasets from the military, government and academiaProvides the first extensive review of this emerging field, including discussion o. Bestandsnummer des Verkäufers 74745200
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