Large-Scale Visual Geo-Localization

1. Introduction to Large-Scale Visual Geo-localization
Amir R. Zamir, Asaad Hakeem, Luc Gool, Mubarak Shah, Richard Szeliski

Part I. Data-Driven Geo-localization

2. Discovering Mid-level Visual Connections in Space and Time
Yong Jae Lee, Alexei A. Efros, Martial Hebert

3. 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, Yang Wang

4. Cross-View Image Geo-localization
Tsung-Yi Lin, Serge Belongie, James Hays

5. Ultrawide Baseline Facade Matching for Geo-localization
Mayank Bansal, Kostas Daniilidis, Harpreet Sawhney

Part II. Semantic Reasoning Based Geo-localization

6. Semantically Guided Geo-location and Modeling in Urban Environments
Gautam Singh, Jana Košecká

7. Recognizing Landmarks in Large-Scale Social Image Collections
David J. Crandall, Yunpeng Li, Stefan Lee, Daniel P. Huttenlocher

Part III. Geometric Matching Based Geo-localization

8. Worldwide Pose Estimation Using 3D Point Clouds
Yunpeng Li, Noah Snavely, Daniel P. Huttenlocher, Pascal Fua

9. Exploiting Spatial and Co-visibility Relations for Image-Based Localization
Torsten Sattler, Bastian Leibe, Leif Kobbelt

10. 3D Point Cloud Reduction Using Mixed-Integer Quadratic Programming
Hyun Soo Park, Yu Wang, Eriko Nurvitadhi, James C. Hoe, Yaser Sheikh, Mei Chen

11. Image-Based Large-Scale Geo-localization in Mountainous Regions
Olivier Saurer, Georges Baatz, Kevin Köser, L’ubor Ladický, Marc Pollefeys

12. Adaptive Rendering for Large-Scale Skyline Characterization and Matching
Jiejie Zhu, Mayank Bansal, Nick Valk, Hui Cheng

13. User-Aided Geo-location of Untagged Desert Imagery
Eric Tzeng, Andrew Zhai, Matthew Clements, Raphael Townshend, Avideh Zakhor

14. Visual Geo-localization of Non-photographic Depictions via 2D–3D Alignment
Mathieu Aubry, Bryan Russell, Josef Sivic

Part IV. Real-World Applications

15. A Memory Efficient Discriminative Approach for Location-Aided Recognition
Sudipta N. Sinha, Varsha Hedau, C. Lawrence Zitnick, Richard Szeliski

16. A Real-World System for Image/Video Geo-localization
Himaanshu Gupta, Yi Chen, Minwoo Park, Kiran Gunda, Gang Qian, Dave Conger, Khurram Shafique

17. Photo Recall: Using the Internet to Label Your Photos
Neeraj Kumar, Steven Seitz

Avainsanat: Computer Science, Image Processing and Computer Vision, Artificial Intelligence (incl. Robotics), Geographical Information Systems/Cartography, Pattern Recognition