Synopsis
Introduction to Large Scale Visual Geo-Localization
Amir R. Zamir, Asaad Hakeem, Luc Van Gool, Mubarak Shah, and Richard Szeliski
Part I: Data-Driven Geo-Localization
Discovering Mid-Level Visual Connections in Space and Time
Yong Jae Lee, Alexei A. Efros, and Martial Hebert
Where the Photos Were Taken: Location Prediction by Learning from Flickr Photos
Li-Jia Li, Rahul Kumar Jha, Bart Thomee, David Ayman Shamma, Liangliang Cao, and Yang Wang
Cross-View Image Geo-Localization
Tsung-Yi Lin, Serge Belongie, and James Hays
Ultra-Wide Baseline Facade Matching for Geo-Localization
Mayank Bansal, Kostas Daniilidis, and Harpreet Sawhney
Part II: Semantic Reasoning-Based Geo-Localization
Semantically Guided Geo-Localization and Modeling in Urban Environments
Gautam Singh and Jana Košecká
Recognizing Landmarks in Large-Scale Social Image Collections
David J. Crandall, Yunpeng Li, Stefan Lee, and Daniel P. Huttenlocher
Part III: Geometric Matching-Based Geo-Localization
Worldwide Pose Estimation Using 3D Point Clouds
Yunpeng Li, Noah Snavely, Dan Huttenlocher, and Pascal Fua
Exploiting Spatial and Co-Visibility Relations for Image-Based Localization
Torsten Sattler, Bastian Leibe, and Leif Kobbelt
<3D Point Cloud Reduction Using Mixed-Integer Quadratic Programming
Hyun Soo Park, Yu Wang, Eriko Nurvitadhi, James C. Hoe, Yaser Sheikh, and Mei Chen
Image-Based Large-Scale Geo-Localization in Mountainous Regions
Olivier Saurer, Georges Baatz, Kevin Köser, L'ubor Ladickı, and Marc Pollefeys
Adaptive Rendering for Large-Scale Skyline Characterization and Matching
Jiejie Zhu, Mayank Bansal, Nick Vander Valk, and Hui Cheng
User-Aided Geo-Localization of Untagged Desert Imagery
Visual Geo-Localization of Non-Photographic Depictions via 2D-3D Alignment
Mathieu Aubry, Bryan Russell, and Josef Sivic
Part IV: Real-World Applications
A Memory Efficient Discriminative Approach for Location-Aided Recognition
Sudipta N. Sinha, Varsha Hedau, C. Lawrence Zitnick, and Richard Szeliski
A Real-World System for Image/Video Geo-Localization
Himaanshu Gupta, Yi Chen, Minwoo Park, Kiran Gunda, Gang Qian, Dave Conger, and Khurram Shafique
Photo Recall: Using the Internet to Label Your Photos
Neeraj Kumar and Steven Seitz
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