Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
Pivoted document length normalization
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Multiple view geometry in computer visiond
Multiple view geometry in computer visiond
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Machine Learning
Video Google: A Text Retrieval Approach to Object Matching in Videos
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Scale & Affine Invariant Interest Point Detectors
International Journal of Computer Vision
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Pedestrian Detection in Crowded Scenes
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
An implementation of the FP-growth algorithm
Proceedings of the 1st international workshop on open source data mining: frequent pattern mining implementations
Scalable Recognition with a Vocabulary Tree
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Web-based 3D Reconstruction Service
Machine Vision and Applications
Generating summaries and visualization for large collections of geo-referenced photographs
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Object recognition for the internet of things
IOT'08 Proceedings of the 1st international conference on The internet of things
SURF: speeded up robust features
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Video mining with frequent itemset configurations
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
Tag Suggestr: Automatic Photo Tag Expansion Using Visual Information for Photo Sharing Websites
SAMT '08 Proceedings of the 3rd International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
Detecting cultural differences using consumer-generated geotagged photos
Proceedings of the 2nd International Workshop on Location and the Web
A smart clustering algorithm for photo set obtained from multiple digital cameras
Proceedings of the 2009 ACM symposium on Applied Computing
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
Mining tourist information from user-supplied collections
Proceedings of the 18th ACM conference on Information and knowledge management
Proceedings of the ACM International Conference on Image and Video Retrieval
MonuAnno: automatic annotation of georeferenced landmarks images
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
Wikireality: augmenting reality with community driven websites
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
Automatic region of interest detection in tagged images
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Visual content layer for scalable object recognition in urban image databases
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Leveraging social media for training object detectors
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
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
Object-based tag propagation for semi-automatic annotation of images
Proceedings of the international conference on Multimedia information retrieval
Automatic tag expansion using visual similarity for photo sharing websites
Multimedia Tools and Applications
Digital photo classification methodology for groups of photographers
Multimedia Tools and Applications
Visual summaries of popular landmarks from community photo collections
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Retrieving landmark and non-landmark images from community photo collections
Proceedings of the international conference on Multimedia
Proceedings of the international conference on Multimedia
ClustTour: city exploration by use of hybrid photo clustering
Proceedings of the international conference on Multimedia
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Avoiding confusing features in place recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Modeling and analysis of dynamic behaviors of web image collections
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Characteristic pattern discovery in videos
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Weakly supervised landmark labeling in searched data
ICIMCS '10 Proceedings of the Second International Conference on Internet Multimedia Computing and Service
Research and applications on georeferenced multimedia: a survey
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
VIRaL: Visual Image Retrieval and Localization
Multimedia Tools and Applications
PhotoCity: training experts at large-scale image acquisition through a competitive game
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The InfoAlbum image centric information collection
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Scene-based image retrieval by transitive matching
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Multi-modal, multi-resource methods for placing Flickr videos on the map
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Large scale visual-based event matching
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
City exploration by use of spatio-temporal analysis and clustering of user contributed photos
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
STS: complex spatio-temporal sequence mining in flickr
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications - Volume Part I
Mining social media to create personalized recommendations for tourist visits
Proceedings of the 2nd International Conference on Computing for Geospatial Research & Applications
The detection of scene features in Flickr
ICWL'10 Proceedings of the 2010 international conference on New horizons in web-based learning
Geometric Latent Dirichlet Allocation on a Matching Graph for Large-scale Image Datasets
International Journal of Computer Vision
Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs
International Journal of Computer Vision
Proceedings of the 20th ACM international conference on Information and knowledge management
Photo stream alignment for collaborative photo collection and sharing in social media
WSM '11 Proceedings of the 3rd ACM SIGMM international workshop on Social media
Scene reconstruction and visualization from internet photo collections
Scene reconstruction and visualization from internet photo collections
A Multi-Directional Search technique for image annotation propagation
Journal of Visual Communication and Image Representation
Geotag propagation in social networks based on user trust model
Multimedia Tools and Applications
Inferring photographic location using geotagged web images
Multimedia Tools and Applications
An augmented reality tourist guide on your mobile devices
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Leveraging social media for scalable object detection
Pattern Recognition
What makes Paris look like Paris?
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Community detection in Social Media
Data Mining and Knowledge Discovery
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Fusing concept detection and geo context for visual search
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Analysing Facebook features to support event detection for photo-based Facebook applications
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Cluster-based photo browsing and tagging on the go
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Learning the Relative Importance of Objects from Tagged Images for Retrieval and Cross-Modal Search
International Journal of Computer Vision
Robust place recognition by avoiding confusing features and fast geometric re-ranking
CVM'12 Proceedings of the First international conference on Computational Visual Media
Multifaceted conceptual image indexing on the world wide web
Information Processing and Management: an International Journal
An evaluation of two automatic landmark building discovery algorithms for city reconstruction
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Instance-Level landmark labeling via multi-layer superpixels
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Multimedia information retrieval in a social context
PROMISE'12 Proceedings of the 2012 international conference on Information Retrieval Meets Information Visualization
Social event detection with robust high-order co-clustering
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Heterogeneous features and model selection for event-based media classification
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
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
A probablistic model for spatio-temporal signal extraction from social media
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Find where you are: a new try in place recognition
The Visual Computer: International Journal of Computer Graphics
World-wide scale geotagged image dataset for automatic image annotation and reverse geotagging
Proceedings of the 5th ACM Multimedia Systems Conference
Contextual object category recognition for RGB-D scene labeling
Robotics and Autonomous Systems
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In this paper, we describe an approach for mining images of objects (such as touristic sights) from community photo collections in an unsupervised fashion. Our approach relies on retrieving geotagged photos from those web-sites using a grid of geospatial tiles. The downloaded photos are clustered into potentially interesting entities through a processing pipeline of several modalities, including visual, textual and spatial proximity. The resulting clusters are analyzed and are automatically classified into objects and events. Using mining techniques, we then find text labels for these clusters, which are used to again assign each cluster to a corresponding Wikipedia article in a fully unsupervised manner. A final verification step uses the contents (including images) from the selected Wikipedia article to verify the cluster-article assignment. We demonstrate this approach on several urban areas, densely covering an area of over 700 square kilometers and mining over 200,000 photos, making it probably the largest experiment of its kind to date.