Large-scale visual geo-localization. (2016)

• Record Type: Book
• Further Information: Note: Amir R. Zamir, Asaad Hakeem, Luc Van Gool, Mubarak Shah, Richard Szeliski, editors.
• Editors: Zamir, Amir R; Hakeem, Asaad; Gool, Luc van; Shah, Mubarak; Szeliski, Richard, 1958-
• 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.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xi, 351 pages), illustrations (some color)
• Subjects: 910.285; Computer science; Geospatial data; Geographic information systems; Computer vision; Artificial intelligence; Geographical information systems; Optical pattern recognition; TRAVEL -- Budget; TRAVEL -- Hikes & Walks; TRAVEL -- Museums, Tours, Points of Interest; TRAVEL -- Parks & Campgrounds; Geographic information systems; Geospatial data; Computers -- Intelligence (AI) & Semantics; Science -- Earth Sciences -- Geography; Computers -- Computer Vision & Pattern Recognition; Artificial intelligence; Geographical information systems (GIS) & remote sensing; Pattern recognition; Computers -- Computer Graphics; Image processing; Electronic books
• Languages: English
• ISBNs: 9783319257815; 3319257811; 9783319257792
• Related ISBNs: 331925779X; 9783319257792
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed July 14, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.