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Large-Scale Visual Geo-Localization

Large-Scale Visual Geo-Localization

by Amir R. Zamir

Editorial: Springer International Publishing
ISBN: 9783319257792
Número de páginas: 341
Formatos: pdf, ePub, mobi, fb2
Tamaño de archivo: 9 Mb
Fecha de publicación: 2020-09-28
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Descripción

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.