Fundamentals of digital image processing
Fundamentals of digital image processing
A novel relevance feedback technique in image retrieval
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 2)
A unified framework for semantics and feature based relevance feedback in image retrieval systems
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Computer Lib/Dream Machines
MyPhotos: a system for home photo management and processing
Proceedings of the tenth ACM international conference on Multimedia
Learning and inferring a semantic space from user's relevance feedback for image retrieval
Proceedings of the tenth ACM international conference on Multimedia
Media semantics: who needs it and why?
Proceedings of the tenth ACM international conference on Multimedia
Communications of the ACM - Digital rights management
Hidden Annotation in Content Based Image Retrieval
CAIVL '97 Proceedings of the 1997 Workshop on Content-Based Access of Image and Video Libraries (CBAIVL '97)
Communications of the ACM - A game experience in every application
Direct Annotation: A Drag-and-Drop Strategy for Labeling Photos
IV '00 Proceedings of the International Conference on Information Visualisation
CBSA: content-based soft annotation for multimodal image retrieval using Bayes point machines
IEEE Transactions on Circuits and Systems for Video Technology
Communicating everyday experiences
Proceedings of the 1st ACM workshop on Story representation, mechanism and context
The networked home as a user-centric multimedia system
Proceedings of the 2004 ACM workshop on Next-generation residential broadband challenges
Interactive multimedia annotations: enriching and extending content
Proceedings of the 2004 ACM symposium on Document engineering
A new approach for interactive semantic image retrieval using the high level semantics
Proceedings of the 2008 ACM symposium on Applied computing
On the Coöperative Creation of Multimedia Meaning
SAMT '09 Proceedings of the 4th International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
AMR'05 Proceedings of the Third international conference on Adaptive Multimedia Retrieval: user, context, and feedback
A neurofuzzy approach to active learning based annotation propagation for 3D object databases
EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
| Hi-index | 0.00 |
In this paper, we present a novel annotation paradigm with an emphasis on two facets -- (a) the end user experience and (b) semantic propagation. The annotation problem is important since media semantics play a key role in new multimedia applications. However, there is currently very little incentive for end users to annotate.The annotation system, is interactive and experiential. We attempt to propagate semantics of the annotations, by using WordNet, a lexicographic arrangement of words, and low-level features extracted from the images. We introduce novel semantic dissimilarity measures, and propagation frameworks. The system provides insight to the user, by providing her with knowledge sources, that are constrained by the user and media context. The knowledge sources are presented using context-aware hyper-mediation.Our Experimental results indicates that the systems performs well. We tested the new annotation experience using a pilot user study, the users agreed that the new framework was more useful that a traditional annotation interface. The semantic propagation results are good as well -- we converge close to the semantics of the image by annotating a small number (~15%) of database images.