Adaptive Linking between Text and Photos Using Common Sense Reasoning
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
Automatic Linguistic Indexing of Pictures by a Statistical Modeling Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Journal of Machine Learning Research
Implicit Concept-based Image Indexing and Retrieval
MMM '04 Proceedings of the 10th International Multimedia Modelling Conference
Content-based image retrieval by clustering
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Content-Based Image Retrieval Based on a Fuzzy Approach
IEEE Transactions on Knowledge and Data Engineering
Photo Classification by Integrating Image Content and Camera Metadata
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4 - Volume 04
Retrieving Event-Based Semantics from Images
ISMSE '04 Proceedings of the IEEE Sixth International Symposium on Multimedia Software Engineering
A Fuzzy Expert System for Concept-Based Image Indexing and Retrieval
MMM '05 Proceedings of the 11th International Multimedia Modelling Conference
Contour-based partial object recognition using symmetry in image databases
Proceedings of the 2005 ACM symposium on Applied computing
Image annotations by combining multiple evidence & wordNet
Proceedings of the 13th annual ACM international conference on Multimedia
Content-based image retrieval: approaches and trends of the new age
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Visual pattern discovery using web images
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Using Semantic Commonsense Resources in Image Retrieval
SMAP '06 Proceedings of the First International Workshop on Semantic Media Adaptation and Personalization
International Journal of Computer Vision
A Hybrid Model of Image Retrieval Based on Ontology Technology and Probabilistic Ranking
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Robust Image Segmentation Using Resampling and Shape Constraints
IEEE Transactions on Pattern Analysis and Machine Intelligence
Categorization of natural scenes: Local versus global information and the role of color
ACM Transactions on Applied Perception (TAP)
Semantic concept-based query expansion and re-ranking for multimedia retrieval
Proceedings of the 15th international conference on Multimedia
Natural scenes categorization by hierarchical extraction of typicality patterns
ICIAP '07 Proceedings of the 14th International Conference on Image Analysis and Processing
Navigating in a Shape Space of Registered Models
IEEE Transactions on Visualization and Computer Graphics
Context-Based Object-Class Recognition and Retrieval by Generalized Correlograms
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining Features for Image Retrieval by Concept Lattice Querying and Navigation
ICIAPW '07 Proceedings of the 14th International Conference of Image Analysis and Processing - Workshops
Classification and annotation of digital photos using optical context data
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Automatic Semantic Annotation of Real-World Web Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
BoostMap: a method for efficient approximate similarity rankings
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
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The huge availability of multimedia data in the World Wide Web, and its exponential growth from the past few years, has made the search, indexing and maintenance of the information a difficult and time consuming task when they are carried out manually. Image indexing becomes one of the most popular research topic as the effectiveness of image retrieval depends on meaningful indexing. In this paper, we propose an extension of image annotation models which incorporaties concept ontology for multi-level image indexing. Our system is evaluated quantitatively using more than 100,000 web images and around 1,000,000 tags. Experimental results indicate that this approach is able to deliver good results.