Large-Scale Visual Geo-Localization (Advances in Computer Vision and Pattern Recognition) - Softcover

Softcover

ISBN 10: 3319798405 ISBN 13: 9783319798400

Verlag: Springer-Verlag GmbH, 2018

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.

Über diesen Titel

Über die Autorin bzw. den 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.

Von der hinteren Coverseite

This timely and authoritative volume explores thebidirectional relationship between images and locations. The text presents acomprehensive review of the state of the art in large-scale visualgeo-localization, and discusses the emerging trends in this area. Valuableinsights are supplied by a pre-eminent selection of experts in the field, intoa varied range of real-world applications of geo-localization.

Topics and features:

• Discusses the latest methods to exploit internet-scale imagedatabases for devising geographically rich features and geo-localizing queryimages at different scales
  
• Investigates geo-localization techniques that are built uponhigh-level and semantic cues
  
• Describes methods that perform precise localization bygeometrically aligning the query image against a 3D model
  
• Reviews techniques that accomplish image understanding assistedby the geo-location, as well as several approaches for geo-localization underpractical, real-world settings
  
• Presents contributions from the leading and most activeresearchers in the field from both academia and industry
  

This invaluable text/reference is a must-read for allresearchers interested in developing automatic methods for imagegeo-localization, whether for commercial, academic, or military domains.Professionals involved in computer vision, computer graphics, photogrammetry,computational optimization, geographic information systems, and other relateddisciplines, will also benefit from the detailed coverage of this emergingfield.

Details zur Ausgabe

• Verlag: Springer-Verlag GmbH
• Erscheinungsdatum: 2018
• Sprache: Englisch
• ISBN 10: 3319798405
• ISBN 13: 9783319798400
• Einband: Tapa blanda
• Anzahl der Seiten: 364
• Herausgeber: Zamir Amir R., Hakeem Asaad, Szeliski Richard, Shah Mubarak, Gool Luc Van
• Kontakt zum Hersteller: ROXIO; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; 22391; Deutschland