Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modern Information Retrieval
CSCW '02 Proceedings of the 2002 ACM conference on Computer supported cooperative work
How do people manage their digital photographs?
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Direct Annotation: A Drag-and-Drop Strategy for Labeling Photos
IV '00 Proceedings of the International Conference on Information Visualisation
On image auto-annotation with latent space models
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Labeling images with a computer game
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Content-based multimedia information retrieval: State of the art and challenges
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Large-Scale Concept Ontology for Multimedia
IEEE MultiMedia
EXTENT: fusing context, content, and semantic ontology for photo annotation
Proceedings of the 2nd international workshop on Computer vision meets databases
Real-time computerized annotation of pictures
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Hierarchical classification for automatic image annotation
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
An efficient manual image annotation approach based on tagging and browsing
Workshop on multimedia information retrieval on The many faces of multimedia semantics
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
A gesture based game for image tagging
CHI '08 Extended Abstracts on Human Factors in Computing Systems
Memoria mobile: sharing pictures of a point of interest
AVI '08 Proceedings of the working conference on Advanced visual interfaces
An Agent Framework Based on Signal Concepts for Highlighting the Image Semantic Content
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Face annotation for personal photos using context-assisted face recognition
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Tag around: a 3D gesture game for image annotation
ACE '08 Proceedings of the 2008 International Conference on Advances in Computer Entertainment Technology
Photo retrieval from personal memories using generic concepts
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
A probabilistic framework for semantic video indexing, filtering,and retrieval
IEEE Transactions on Multimedia
Joint semantics and feature based image retrieval using relevance feedback
IEEE Transactions on Multimedia
A unified framework for image retrieval using keyword and visual features
IEEE Transactions on Image Processing
Designing and developing interactive multimedia applications
Proceedings of the 19th Brazilian symposium on Multimedia and the web
A mobile picture tagging system using tree-structured layered Bayesian networks
Mobile Information Systems
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Personal memories composed of digital pictures are very popular at the moment. To retrieve these media items annotation is required. During the last years, several approaches have been proposed in order to overcome the image annotation problem. This paper presents our proposals to address this problem. Automatic and semi-automatic learning methods for semantic concepts are presented. The automatic method is based on semantic concepts estimated using visual content, context metadata and audio information. The semi-automatic method is based on results provided by a computer game. The paper describes our proposals and presents their evaluations.