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Multi-view Matching for Unordered Image Sets, or "How Do I Organize My Holiday Snaps?"
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
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A System for Retrieval and Digest Creation of Video Data Based on Geographic Objects
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Multiple View Geometry in Computer Vision
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Geographic location tags on digital images
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
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Automatic organization for digital photographs with geographic coordinates
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Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach
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Extracting Semantic Location from Outdoor Positioning Systems
MDM '06 Proceedings of the 7th International Conference on Mobile Data Management
Photo tourism: exploring photo collections in 3D
ACM SIGGRAPH 2006 Papers
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MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Extracting Places and Activities from GPS Traces Using Hierarchical Conditional Random Fields
International Journal of Robotics Research
Why we tag: motivations for annotation in mobile and online media
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Image Based Localization in Urban Environments
3DPVT '06 Proceedings of the Third International Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT'06)
Towards automatic extraction of event and place semantics from flickr tags
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 15th international conference on Multimedia
Hierarchical photo organization using geo-relevance
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Finding paths through the world's photos
ACM SIGGRAPH 2008 papers
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CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
World-scale mining of objects and events from community photo collections
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Leveraging probabilistic season and location context models for scene understanding
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
GeoLife: Managing and Understanding Your Past Life over Maps
MDM '08 Proceedings of the The Ninth International Conference on Mobile Data Management
Modeling the World from Internet Photo Collections
International Journal of Computer Vision
Annotating photo collections by label propagation according to multiple similarity cues
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Viewable scene modeling for geospatial video search
MM '08 Proceedings of the 16th ACM international conference on Multimedia
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Event recognition: viewing the world with a third eye
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Mining GPS traces and visual words for event classification
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Spirittagger: a geo-aware tag suggestion tool mined from flickr
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Methods for extracting place semantics from Flickr tags
ACM Transactions on the Web (TWEB)
Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Scene Segmentation Using the Wisdom of Crowds
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part II
Detecting cultural differences using consumer-generated geotagged photos
Proceedings of the 2nd International Workshop on Location and the Web
Proceedings of the 18th international conference on World wide web
Mining interesting locations and travel sequences from GPS trajectories
Proceedings of the 18th international conference on World wide web
Deducing trip related information from flickr
Proceedings of the 18th international conference on World wide web
Placing flickr photos on a map
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Mining city landmarks from blogs by graph modeling
MM '09 Proceedings of the 17th ACM international conference on Multimedia
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Retrieving multimedia travel stories using location data and spatial queries
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Visual summaries of popular landmarks from community photo collections
MM '09 Proceedings of the 17th ACM international conference on Multimedia
ViewFocus: explore places of interests on Google maps using photos with view direction filtering
MM '09 Proceedings of the 17th ACM international conference on Multimedia
GRVS: a georeferenced video search engine
MM '09 Proceedings of the 17th ACM international conference on Multimedia
TravelScope: standing on the shoulders of dedicated travelers
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Mining tourist information from user-supplied collections
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MonuAnno: automatic annotation of georeferenced landmarks images
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Global annotation on georeferenced photographs
Proceedings of the ACM International Conference on Image and Video Retrieval
A visual analysis of the relationship between word concepts and geographical locations
Proceedings of the ACM International Conference on Image and Video Retrieval
Image annotation using clickthrough data
Proceedings of the ACM International Conference on Image and Video Retrieval
Exploring inter-concept relationship with context space for semantic video indexing
Proceedings of the ACM International Conference on Image and Video Retrieval
Context-aware person identification in personal photo collections
IEEE Transactions on Multimedia - Special issue on integration of context and content
Clustering Trajectories of Moving Objects in an Uncertain World
ICDM '09 Proceedings of the 2009 Ninth IEEE International Conference on Data Mining
Why meaningful automatic tagging of images is very hard
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A framework for using context to understand images of people
A framework for using context to understand images of people
Vector model in support of versatile georeferenced video search
MMSys '10 Proceedings of the first annual ACM SIGMM conference on Multimedia systems
Find me if you can: improving geographical prediction with social and spatial proximity
Proceedings of the 19th international conference on World wide web
Equip tourists with knowledge mined from travelogues
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Earthquake shakes Twitter users: real-time event detection by social sensors
Proceedings of the 19th international conference on World wide web
Collaborative location and activity recommendations with GPS history data
Proceedings of the 19th international conference on World wide web
'Oh web image, where art thou?'
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Social pixels: genesis and evaluation
Proceedings of the international conference on Multimedia
Beyond GPS: determining the camera viewing direction of a geotagged image
Proceedings of the international conference on Multimedia
The wisdom of social multimedia: using flickr for prediction and forecast
Proceedings of the international conference on Multimedia
SURF: speeded up robust features
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Estimating poses of world's photos with geographic metadata
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Methods for extracting place semantics from Flickr tags
ACM Transactions on the Web (TWEB)
News contextualization with geographic and visual information
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
Finding geographically representative music via social media
MIRUM '11 Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies
A visual approach for video geocoding using bag-of-scenes
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Discovering areas of interest with geo-tagged images and check-ins
Proceedings of the 20th ACM international conference on Multimedia
GeoMM'12: ACM international workshop on geotagging and its applications in multimedia
Proceedings of the 20th ACM international conference on Multimedia
Latent geographic feature extraction from social media
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Multimedia multimodal geocoding
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Vector watermarking scheme for GIS vector map management
Multimedia Tools and Applications
A virtual globe tool for searching and visualizing geo-referenced media resources in social networks
Multimedia Tools and Applications
Retrieving geo-location of videos with a divide & conquer hierarchical multimodal approach
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Geo-visual ranking for location prediction of social images
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Domain-specific image geocoding: a case study on Virginia tech building photos
Proceedings of the 13th ACM/IEEE-CS joint conference on Digital libraries
Robust and accurate mobile visual localization and its applications
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GIANT: geo-informative attributes for location recognition and exploration
Proceedings of the 21st ACM international conference on Multimedia
Human vs machine: establishing a human baseline for multimodal location estimation
Proceedings of the 21st ACM international conference on Multimedia
A System for Real-Time High-Level Geo-Information Extraction and Fusion for Geocoded Photos
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Proceedings of the 4th Annual Symposium on Computing for Development
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Geo-tagging is a fast-emerging trend in digital photography and community photo sharing. The presence of geographically relevant metadata with images and videos has opened up interesting research avenues within the multimedia and computer vision domains. In this paper, we survey geo-tagging related research within the context of multimedia and along three dimensions: (1) Modalities in which geographical information can be extracted, (2) Applications that can benefit from the use of geographical information, and (3) The interplay between modalities and applications. Our survey will introduce research problems and discuss significant approaches. We will discuss the nature of different modalities and lay out factors that are expected to govern the choices with respect to multimedia and vision applications. Finally, we discuss future research directions in this field.