Active query sensing for mobile location search
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Augmenting mobile city-view image retrieval with context-rich user-contributed photos
MM '11 Proceedings of the 19th ACM international conference on Multimedia
What makes Paris look like Paris?
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Active query sensing: Suggesting the best query view for mobile visual search
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section of best papers of ACM multimedia 2011, and special section on 3D mobile multimedia
AMIGO: accurate mobile image geotagging
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Proceedings of the 20th ACM international conference on Multimedia
Geometric context-preserving progressive transmission in mobile visual search
Proceedings of the 20th ACM international conference on Multimedia
Virtual reference view generation for CBIR-based visual pose estimation
Proceedings of the 20th ACM international conference on Multimedia
Efficient mobile landmark recognition based on saliency-aware scalable vocabulary tree
Proceedings of the 20th ACM international conference on Multimedia
Worldwide pose estimation using 3d point clouds
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Improving image-based localization by active correspondence search
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Large scale visual geo-localization of images in mountainous terrain
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Query specific fusion for image retrieval
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
A memory efficient discriminative approach for location aided recognition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Towards fast image-based localization on a city-scale
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
A mobile indoor navigation system interface adapted to vision-based localization
Proceedings of the 11th International Conference on Mobile and Ubiquitous Multimedia
Geo-visual ranking for location prediction of social images
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Accurate off-line query expansion for large-scale mobile visual search
Signal Processing
Full 6DOF pose estimation from geo-located images
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Robust and accurate mobile visual localization and its applications
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special Sections on the 20th Anniversary of ACM International Conference on Multimedia, Best Papers of ACM Multimedia 2012
GIANT: geo-informative attributes for location recognition and exploration
Proceedings of the 21st ACM international conference on Multimedia
Spatial consistency of dense features within interest regions for efficient landmark recognition
The Visual Computer: International Journal of Computer Graphics
City-view image retrieval leveraging check-in data
Proceedings of the 2nd ACM international workshop on Geotagging and its applications in multimedia
Tag configuration matcher for geo-tagging
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Proceedings of the 4th Annual Symposium on Computing for Development
Context-aware Discriminative Vocabulary Tree Learning for mobile landmark recognition
Digital Signal Processing
Where should I stand? Learning based human position recommendation for mobile photographing
Multimedia Tools and Applications
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With recent advances in mobile computing, the demand for visual localization or landmark identification on mobile devices is gaining interest. We advance the state of the art in this area by fusing two popular representations of street-level image data - facade-aligned and viewpoint-aligned - and show that they contain complementary information that can be exploited to significantly improve the recall rates on the city scale. We also improve feature detection in low contrast parts of the street-level data, and discuss how to incorporate priors on a user's position (e.g. given by noisy GPS readings or network cells), which previous approaches often ignore. Finally, and maybe most importantly, we present our results according to a carefully designed, repeatable evaluation scheme and make publicly available a set of 1.7 million images with ground truth labels, geotags, and calibration data, as well as a difficult set of cell phone query images. We provide these resources as a benchmark to facilitate further research in the area.