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Large-Scale Visual Geo-Localization

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-...

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Corporate Author: SpringerLink (Online service)
Other Authors: Zamir, Amir R. (Editor, http://id.loc.gov/vocabulary/relators/edt), Hakeem, Asaad. (Editor, http://id.loc.gov/vocabulary/relators/edt), Van Gool, Luc. (Editor, http://id.loc.gov/vocabulary/relators/edt), Shah, Mubarak. (Editor, http://id.loc.gov/vocabulary/relators/edt), Szeliski, Richard. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edition:1st ed. 2016.
Series:Advances in Computer Vision and Pattern Recognition,
Subjects:
Optical data processing.
Artificial intelligence.
Geographical information systems.
Pattern recognition.
Image Processing and Computer Vision.
Artificial Intelligence.
Geographical Information Systems/Cartography.
Pattern Recognition.
Online Access:https://doi.org/10.1007/978-3-319-25781-5
Table of Contents:
  • Introduction to Large Scale Visual Geo-Localization
  • Part I: Data-Driven Geo-Localization
  • Discovering Mid-Level Visual Connections in Space and Time
  • Where the Photos Were Taken: Location Prediction by Learning from Flickr Photos
  • Cross-View Image Geo-Localization
  • Ultra-Wide Baseline Facade Matching for Geo-Localization
  • Part II: Semantic Reasoning-Based Geo-Localization
  • Semantically Guided Geo-Localization and Modeling in Urban Environments
  • Recognizing Landmarks in Large-Scale Social Image Collections
  • Part III: Geometric Matching-Based Geo-Localization
  • Worldwide Pose Estimation Using 3D Point Clouds
  • Exploiting Spatial and Co-Visibility Relations for Image-Based Localization
  • 3D Point Cloud Reduction Using Mixed-Integer Quadratic Programming
  • Image-Based Large-Scale Geo-Localization in Mountainous Regions
  • Adaptive Rendering for Large-Scale Skyline Characterization and Matching
  • User-Aided Geo-Localization of Untagged Desert Imagery
  • Visual Geo-Localization of Non-Photographic Depictions via 2D-3D Alignment
  • Part IV: Real-World Applications
  • A Memory Efficient Discriminative Approach for Location-Aided Recognition
  • A Real-World System for Image/Video Geo-Localization
  • Photo Recall: Using the Internet to Label Your Photos.

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