The nature of statistical learning theory
The nature of statistical learning theory
Texture Features for Browsing and Retrieval of Image Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Geographic location tags on digital images
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Hierarchical clustering of WWW image search results using visual, textual and link information
Proceedings of the 12th annual ACM international conference on Multimedia
Learning the semantics of multimedia queries and concepts from a small number of examples
Proceedings of the 13th annual ACM international conference on Multimedia
Multimodal metadata fusion using causal strength
Proceedings of the 13th annual ACM international conference on Multimedia
To search or to label?: predicting the performance of search-based automatic image classifiers
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
VirtualTour: an online travel assistant based on high quality images
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
IGroup: presenting web image search results in semantic clusters
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
World explorer: visualizing aggregate data from unstructured text in geo-referenced collections
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
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
Image clustering based on a shared nearest neighbors approach for tagged collections
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
ContextSeer: context search and recommendation at query time for shared consumer photos
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Internet image archaeology: automatically tracing the manipulation history of photographs on the web
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Word2Image: towards visual interpreting of words
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Towards Click-Based Models of Geographic Interests in Web Search
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Can Geotags Help Image Recognition?
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Detecting cultural differences using consumer-generated geotagged photos
Proceedings of the 2nd International Workshop on Location and the Web
Enhancing diversity, coverage and balance for summarization through structure learning
Proceedings of the 18th international conference on World wide web
Less talk, more rock: automated organization of community-contributed collections of concert videos
Proceedings of the 18th international conference on World wide web
Proceedings of the 18th international conference on World wide web
Proceedings of the 18th international conference on World wide web
Mining cultural differences from a large number of geotagged photos
Proceedings of the 18th international conference on World wide web
Exploiting Flickr Tags and Groups for Finding Landmark Photos
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Placing flickr photos on a map
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Spatio-Tempo-Social: Learning from and about Humans with Social Media
SSTD '09 Proceedings of the 11th International Symposium on Advances in Spatial and Temporal Databases
Proximate sensing using georeferenced community contributed photo collections
Proceedings of the 2009 International Workshop on Location Based Social Networks
Visualizing textual travelogue with location-relevant images
Proceedings of the 2009 International Workshop on Location Based Social Networks
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Lightweight web image reranking
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
Generating location overviews with images and tags by mining user-generated travelogues
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Event detection from flickr data through wavelet-based spatial analysis
Proceedings of the 18th ACM conference on Information and knowledge management
Mining tourist information from user-supplied collections
Proceedings of the 18th ACM conference on Information and knowledge management
MonuAnno: automatic annotation of georeferenced landmarks images
Proceedings of the ACM International Conference on Image and Video Retrieval
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
Large Scale Tag Recommendation Using Different Image Representations
SAMT '09 Proceedings of the 4th International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
Constructing a landmark identification system for geo-tagged photographs based on web data analysis
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Knowledge discovery over community-sharing media: from signal to intelligence
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
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
Ranking canonical views for tourist attractions
Multimedia Tools and Applications
Multimedia Tools and Applications
Gathering and ranking photos of named entities with high precision, high recall, and diversity
Proceedings of the third ACM international conference on Web search and data mining
Vector model in support of versatile georeferenced video search
MMSys '10 Proceedings of the first annual ACM SIGMM conference on Multimedia systems
Multimodal ranking for image search on community databases
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
Visual summaries of popular landmarks from community photo collections
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
kNN based image classification relying on local feature similarity
Proceedings of the Third International Conference on SImilarity Search and APplications
Image clustering using local discriminant models and global integration
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Travel route recommendation using geotags in photo sharing sites
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
W2Go: a travel guidance system by automatic landmark ranking
Proceedings of the international conference on Multimedia
Photo2Trip: generating travel routes from geo-tagged photos for trip planning
Proceedings of the international conference on Multimedia
ClustTour: city exploration by use of hybrid photo clustering
Proceedings of the international conference on Multimedia
Detecting events by clustering videos from large media databases
Proceedings of the 2nd ACM international workshop on Events in multimedia
Typicality ranking of images using the aspect model
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Annotate Wikipedia with Flickr images: concepts and case study
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Semantic analysis and retrieval in personal and social photo collections
Multimedia Tools and Applications
Research and applications on georeferenced multimedia: a survey
Multimedia Tools and Applications
Context modeling in computer vision: techniques, implications, and applications
Multimedia Tools and Applications
Geotagging in multimedia and computer vision--a survey
Multimedia Tools and Applications
Multi-source shared nearest neighbours for multi-modal image clustering
Multimedia Tools and Applications
Energy-efficient mobile video management using smartphones
MMSys '11 Proceedings of the second annual ACM conference on Multimedia systems
Summarizing tourist destinations by mining user-generated travelogues and photos
Computer Vision and Image Understanding
Augmenting image processing with social tag mining for landmark recognition
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Generating representative views of landmarks via scenic theme detection
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Summarization of archived and shared personal photo collections
Proceedings of the 20th international conference companion on World wide web
Geographical topic discovery and comparison
Proceedings of the 20th international conference on World wide web
A case for query by image and text content: searching computer help using screenshots and keywords
Proceedings of the 20th international conference on World wide web
Summarization of personal photologs using multidimensional content and context
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Finding locations of flickr resources using language models and similarity search
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Latent visual context learning for web image applications
Pattern Recognition
Mining social media to create personalized recommendations for tourist visits
Proceedings of the 2nd International Conference on Computing for Geospatial Research & Applications
Identifying points of interest by self-tuning clustering
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
MyTravel: a geo-referenced social-oriented web 2.0 application
ICCSA'11 Proceedings of the 2011 international conference on Computational science and its applications - Volume Part I
Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs
International Journal of Computer Vision
Geographic information from georeferenced social media data
SIGSPATIAL Special
A novel method for semantic video concept learning using web images
MM '11 Proceedings of the 19th ACM international conference on Multimedia
MM '11 Proceedings of the 19th ACM international conference on Multimedia
IM2MAP: deriving maps from georeferenced community contributed photo collections
WSM '11 Proceedings of the 3rd ACM SIGMM international workshop on Social media
Intelligent photo clustering with user interaction and distance metric learning
Pattern Recognition Letters
Leveraging community metadata for multimodal image ranking
Multimedia Tools and Applications
Multimedia Tools and Applications
Geotag propagation in social networks based on user trust model
Multimedia Tools and Applications
Image search result summarization with informative priors
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
AMR'08 Proceedings of the 6th international conference on Adaptive Multimedia Retrieval: identifying, Summarizing, and Recommending Image and Music
Learning landmarks by exploiting social media
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Learning cooking techniques from youtube
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Videoscapes: exploring sparse, unstructured video collections
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
A context-aware web content generator based on personal tracking
W2GIS'12 Proceedings of the 11th international conference on Web and Wireless Geographical Information Systems
Fast algorithm for affinity propagation
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Proceedings of the 18th Brazilian symposium on Multimedia and the web
Improving location recommendations with temporal pattern extraction
Proceedings of the 18th Brazilian symposium on Multimedia and the web
Proceedings of the ACM multimedia 2012 workshop on Geotagging and its applications in multimedia
Discovering areas of interest with geo-tagged images and check-ins
Proceedings of the 20th ACM international conference on Multimedia
DLMSearch: diversified landmark search by photo
Proceedings of the 20th ACM international conference on Multimedia
Searching for diversified landmarks by photo
Proceedings of the 20th ACM international conference on Multimedia
Web Semantics: Science, Services and Agents on the World Wide Web
Match graph construction for large image databases
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Describing locations using tags and images: explorative pattern mining in social media
MSM'11 Proceedings of the 2011 international conference on Modeling and Mining Ubiquitous Social Media
Latent geographic feature extraction from social media
Proceedings of the 20th International Conference on Advances in Geographic Information Systems
Generating tourism path from trajectories and geo-photos
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Multifaceted conceptual image indexing on the world wide web
Information Processing and Management: an International Journal
What happened near big ben: event-driven landmark mining from flickr
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-Based Social Networks
Topic based photo set retrieval using user annotated tags
Multimedia Tools and Applications
Geo-visual ranking for location prediction of social images
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Automatic generation of textual image collection descriptions
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
Georeferencing Flickr resources based on textual meta-data
Information Sciences: an International Journal
Diversity maximization under matroid constraints
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Uncovering locally characterizing regions within geotagged data
Proceedings of the 22nd international conference on World Wide Web
Towards precise POI localization with social media
Proceedings of the 21st ACM international conference on Multimedia
Web media semantic concept retrieval via tag removal and model fusion
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
City-view image retrieval leveraging check-in data
Proceedings of the 2nd ACM international workshop on Geotagging and its applications in multimedia
Personalized intra- and inter-city travel recommendation using large-scale geotags
Proceedings of the 2nd ACM international workshop on Geotagging and its applications in multimedia
Aggregated search: A new information retrieval paradigm
ACM Computing Surveys (CSUR)
IPS: an interactive package configuration system for trip planning
Proceedings of the VLDB Endowment
Multimedia search reranking: A literature survey
ACM Computing Surveys (CSUR)
Journal of Visual Communication and Image Representation
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Can we leverage the community-contributed collections of rich media on the web to automatically generate representative and diverse views of the world's landmarks? We use a combination of context- and content-based tools to generate representative sets of images for location-driven features and landmarks, a common search task. To do that, we using location and other metadata, as well as tags associated with images, and the images' visual features. We present an approach to extracting tags that represent landmarks. We show how to use unsupervised methods to extract representative views and images for each landmark. This approach can potentially scale to provide better search and representation for landmarks, worldwide. We evaluate the system in the context of image search using a real-life dataset of 110,000 images from the San Francisco area.