Introduction to MPEG-7: Multimedia Content Description Interface
Introduction to MPEG-7: Multimedia Content Description Interface
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Scalable Recognition with a Vocabulary Tree
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
AnnoSearch: Image Auto-Annotation by Search
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Using Dependent Regions for Object Categorization in a Generative Framework
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
World explorer: visualizing aggregate data from unstructured text in geo-referenced collections
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Proceedings of the 15th international conference on Multimedia
Sampling strategies for bag-of-features image classification
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Proximate sensing using georeferenced community contributed photo collections
Proceedings of the 2009 International Workshop on Location Based Social Networks
Generating location overviews with images and tags by mining user-generated travelogues
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Global annotation on georeferenced photographs
Proceedings of the ACM International Conference on Image and Video Retrieval
PixGeo: Geographically Grounding Touristic Personal Photographs
SAMT '09 Proceedings of the 4th International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
Not all tags are created equal: learning Flickr tag semantics for global annotation
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Quest for relevant tags using local interaction networks and visual content
Proceedings of the international conference on Multimedia information retrieval
SNDocRank: a social network-based video search ranking framework
Proceedings of the international conference on Multimedia information retrieval
Equip tourists with knowledge mined from travelogues
Proceedings of the 19th international conference on World wide web
W2Go: a travel guidance system by automatic landmark ranking
Proceedings of the international conference on Multimedia
Investigating perceptions of a location-based annotation system
AMT'10 Proceedings of the 6th international conference on Active media technology
Automatic image semantic interpretation using social action and tagging data
Multimedia Tools and Applications
Geotagging in multimedia and computer vision--a survey
Multimedia Tools and Applications
Summarizing tourist destinations by mining user-generated travelogues and photos
Computer Vision and Image Understanding
Image annotation by leveraging the social context
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
The InfoAlbum image centric information collection
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Finding locations of flickr resources using language models and similarity search
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
On the semantic annotation of places in location-based social networks
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Tag recommendation for georeferenced photos
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Proceedings of the fifth ACM international conference on Web search and data mining
Fusing concept detection and geo context for visual search
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Mining the web for points of interest
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Web Semantics: Science, Services and Agents on the World Wide Web
Ontology-Based Image Annotation by Leveraging Social Context
International Journal of Handheld Computing Research
Semantic tagging of places based on user interest profiles from online social networks
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Tagging photos using users' vocabularies
Neurocomputing
Georeferencing Flickr resources based on textual meta-data
Information Sciences: an International Journal
Landmark image annotation using textual and geolocation metadata
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
World-wide scale geotagged image dataset for automatic image annotation and reverse geotagging
Proceedings of the 5th ACM Multimedia Systems Conference
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Geographically referenced, or "geo-tagged," photo data sets offer tantalizing potential for automated knowledge discovery in the world. By combining tag reranking based on geographic context with content-based image analysis we are able to suggest geographically relevant tags for photos newly tagged with GPS coordinates. These tag suggestions could be used to help users organize their photo collections or improve retrieval systems. Our algorithm weights labels that correspond to pertinent objects, events, neighborhoods, and activities in a region. While previous work with geo-tagged images has focused on representative views of landmarks or estimating location, our tag suggestion tool, SpiritTagger, suggests tags that reveal an insight into the spirit, or genius loci, of a city or region. Experiments on a data set consisting of over 100,000 Flickr photos in Los Angeles and Southern California show that our geographically relevant tag suggestion tool provides a significant improvement in precision-recall performance over baseline image-based similarity suggestion.