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Large-Scale Visual Geo-Localization


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English | 2016 | ISBN-10: 331925779X | 352 Pages | EPUB | 14 MB

Presents in-depth insights from academic and industry leaders in the field
Describes analyses on real-world datasets from the military, government and academia
Provides the first extensive review of this emerging field, including discussion of state-of-the-art and potential future developments

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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