FotoFile: a consumer multimedia organization and retrieval system
Proceedings of the SIGCHI conference on Human Factors in Computing Systems
Detecting Faces in Images: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Time as essence for photo browsing through personal digital libraries
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Direct Annotation: A Drag-and-Drop Strategy for Labeling Photos
IV '00 Proceedings of the International Conference on Information Visualisation
Face recognition: A literature survey
ACM Computing Surveys (CSUR)
Geographic location tags on digital images
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Automated annotation of human faces in family albums
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Metadata creation system for mobile images
Proceedings of the 2nd international conference on Mobile systems, applications, and services
Automatic organization for digital photographs with geographic coordinates
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Leveraging face recognition technology to find and organize photos
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
From context to content: leveraging context to infer media metadata
Proceedings of the 12th annual ACM international conference on Multimedia
Context data in geo-referenced digital photo collections
Proceedings of the 12th annual ACM international conference on Multimedia
Efficient propagation for face annotation in family albums
Proceedings of the 12th annual ACM international conference on Multimedia
Towards context-aware face recognition
Proceedings of the 13th annual ACM international conference on Multimedia
Automatic categorization of figures in scientific documents
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
Collaborative multimodal photo annotation over digital paper
Proceedings of the 8th international conference on Multimodal interfaces
Why we tag: motivations for annotation in mobile and online media
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Modeling personal and social network context for event annotation in images
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Contextual wisdom: social relations and correlations for multimedia event annotation
Proceedings of the 15th international conference on Multimedia
Annotation suggestion and search for personal multimedia objects on the web
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Construction of extended geographical database based on photo shooting history
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Sensing and using social context
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Reasoning Web
PicShark: mitigating metadata scarcity through large-scale P2P collaboration
The VLDB Journal — The International Journal on Very Large Data Bases
Automatic metadata generation using associative networks
ACM Transactions on Information Systems (TOIS)
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
Collective privacy management in social networks
Proceedings of the 18th international conference on World wide web
Style modeling for tagging personal photo collections
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
Expandindo e utilizando informações de contexto para a sugestao de anotações de fotografias digitais
Proceedings of the 14th Brazilian Symposium on Multimedia and the Web
Finding rows of people in group images
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
Automatic image representation for content-based access to personal photo album
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Metadata and organizational structures in personal photograph digital libraries
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
A context-aware solution to annotate people in mobile devices
Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia
Privacy issues for online personal photograph collections
Journal of Theoretical and Applied Electronic Commerce Research
Improving face clustering using social context
Proceedings of the international conference on Multimedia
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Seeing people in social context: recognizing people and social relationships
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Privacy policies for shared content in social network sites
The VLDB Journal — The International Journal on Very Large Data Bases
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
Image annotation by leveraging the social context
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
Learning people co-occurrence relations by using relevance feedback for retrieving group photos
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
TagSense: a smartphone-based approach to automatic image tagging
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
Automatic image representation and clustering on mobile devices
Journal of Mobile Multimedia
A comprehensive study of visual event computing
Multimedia Tools and Applications
IM2MAP: deriving maps from georeferenced community contributed photo collections
WSM '11 Proceedings of the 3rd ACM SIGMM international workshop on Social media
MetaXa—Context- and content-driven metadata enhancement for personal photo books
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Face Recognition from Caption-Based Supervision
International Journal of Computer Vision
Multimedia Tools and Applications
Facing scalability: Naming faces in an online social network
Pattern Recognition
Unsupervised clustering in personal photo collections
AMR'08 Proceedings of the 6th international conference on Adaptive Multimedia Retrieval: identifying, Summarizing, and Recommending Image and Music
Automatic person annotation of family photo album
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
MediAssist: using content-based analysis and context to manage personal photo collections
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
PhotoGeo: a photo digital library with spatial-temporal support and self-annotation
Multimedia Tools and Applications
Classification based group photo retrieval with bag of people features
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
Ontology-Based Image Annotation by Leveraging Social Context
International Journal of Handheld Computing Research
ACRONYM: Context Metrics for Linking People to User-Generated Media Content
International Journal on Semantic Web & Information Systems
CueNet: a context discovery framework to tag personal photos
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
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Our system suggests likely identity labels for photographs in a personal photo collection. Instead of using face recognition techniques, the system leverages automatically available context, like the time and location where the photos were taken.Based on time and location, the system automatically computes event and location groupings of photos. As the user annotates some of the identities of people in their collection, patterns of re-occurrence and co-occurrence of different people in different locations and events emerge. The system uses these patterns to generate label suggestions for identities that were not yet annotated. These suggestions can greatly accelerate the process of manual annotation and improve the quality of retrieval from the collection.We obtained ground-truth identity annotation for four different photo albums, and used them to test our system. The system proved effective, making very accurate label suggestions, even when the number of suggestions for each photo was limited to five names, and even when only a small subset of the photos was annotated.