Time as essence for photo browsing through personal digital libraries
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Ontology-Based Photo Annotation
IEEE Intelligent Systems
Faceted metadata for image search and browsing
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Automatic multimedia cross-modal correlation discovery
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
ConceptNet — A Practical Commonsense Reasoning Tool-Kit
BT Technology Journal
GCap: Graph-based Automatic Image Captioning
CVPRW '04 Proceedings of the 2004 Conference on Computer Vision and Pattern Recognition Workshop (CVPRW'04) Volume 9 - Volume 09
Leveraging context to resolve identity in photo albums
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
CAMP '05 Proceedings of the Seventh International Workshop on Computer Architecture for Machine Perception
Deriving Ratings Through Social Network Structures
ARES '06 Proceedings of the First International Conference on Availability, Reliability and Security
Automatic categorization of figures in scientific documents
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
HT06, tagging paper, taxonomy, Flickr, academic article, to read
Proceedings of the seventeenth conference on Hypertext and hypermedia
A Framework for Querying Pedigree Data
SSDBM '06 Proceedings of the 18th International Conference on Scientific and Statistical Database Management
Real-time computerized annotation of pictures
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Journal of Cognitive Neuroscience
Automatic person annotation of family photo album
CIVR'06 Proceedings of the 5th international conference on Image and Video Retrieval
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
End-user live editing of iTV programmes
International Journal of Advanced Media and Communication
An exploratory study of tag-based visual interfaces for searching folksonomies
Proceedings of the 23rd British HCI Group Annual Conference on People and Computers: Celebrating People and Technology
Implicit image tagging via facial information
Proceedings of the 2nd international workshop on Social signal processing
Multimedia Tools and Applications
Discovering relationship types between users using profiles and shared photos in a social network
Multimedia Tools and Applications
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The number of personal multimedia objects, such as digital photographs and videos, are exploding on the web through popular sites such as Flickr, YouTube, and FaceBook hosting billions of user-created items. Semantic annotation can be an extremely effective way to search, browse, and organize media objects, but can require extensive human involvement. In this work, we show how semantic metadata about social networks and family relationships can be used to improve semantic annotation suggestion. This includes up to 82% recall for people annotations as well as recall improvements of 20-26% in tag annotation recall when no annotation history is available. In addition, utilizing relationships among people while searching can provide at least 28% higher recall and 55% higher precision than keyword search while still being up to 12 times faster. Methods are evaluated on real personal photo collections containing up to 120k photos from Flickr as well as 41k annotated photos from our prototype system.