Large-Scale Visual Geo-Localization (Advances in Computer Vision and Pattern Recognition)
暫譯: 大規模視覺地理定位(計算機視覺與模式識別進展)
- 出版商: Springer
- 出版日期: 2016-07-19
- 售價: $4,780
- 貴賓價: 9.5 折 $4,541
- 語言: 英文
- 頁數: 351
- 裝訂: Hardcover
- ISBN: 331925779X
- ISBN-13: 9783319257792
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相關分類:
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.
商品描述(中文翻譯)
這本及時且權威的著作探討了影像與地點之間的雙向關係。文本提供了大規模視覺地理定位的最新技術的全面回顧,並討論了該領域的新興趨勢。來自該領域的傑出專家提供了寶貴的見解,涵蓋了地理定位的各種現實應用。主題和特點包括:討論利用互聯網規模的影像數據庫來設計地理豐富特徵和在不同尺度下進行查詢影像的地理定位的最新方法;研究基於高層次和語義線索的地理定位技術;描述通過幾何對齊查詢影像與3D模型來執行精確定位的方法;回顧在地理位置輔助下實現影像理解的技術,以及在實際現實環境下進行地理定位的幾種方法。