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

  • 出版商: Springer
  • 出版日期: 2016-07-19
  • 售價: $4,274
  • 貴賓價: 9.5$4,060
  • 語言: 英文
  • 頁數: 351
  • 裝訂: Hardcover
  • ISBN: 331925779X
  • ISBN-13: 9783319257792
  • 相關分類: 電腦視覺 Computer Vision

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商品描述

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.