Title :
Semantic video content indexing and retrieval using conceptual graphs
Author :
Charhad, Mbarek ; Quénot, Georges
Author_Institution :
IMAG, Grenoble, France
Abstract :
This paper proposes a model for the indexing and retrieval of semantic video content using conceptual graphs. Conceptual graph based indexing is even better since not only nonambiguous concepts are used but also relations between these concepts are indexed. The proposed model allows video content representation both at the semantic and at the signal levels. The signal based representation is done via the perceptive view using classical signal descriptors. The representation by conceptual graph allows a more precise description of the content and it also allows the linking between the involved concepts and the sub Medias of the video documents. The various concepts and relations involved in the model can be taken from general and/or domain specific ontologies and completed by lists of instances. the correspondence between the query and any document is searched as a projection of the graph representing the query on the graph representing the document. This projection is done using the substitution rules permitted by the ontology.
Keywords :
content-based retrieval; database indexing; document image processing; graph theory; image representation; image retrieval; multimedia databases; ontologies (artificial intelligence); video databases; video signal processing; classical signal descriptor; conceptual graph based indexing; graph projection; graph represention; multimedia information retrieval; ontology; perceptive view; query processing; semantic video content indexing; signal representation; video content representation; video content retrieval; video document; Content based retrieval; Image retrieval; Image segmentation; Indexing; Information retrieval; Joining processes; Multimedia systems; Ontologies; Speech;
Conference_Titel :
Information and Communication Technologies: From Theory to Applications, 2004. Proceedings. 2004 International Conference on
Print_ISBN :
0-7803-8482-2
DOI :
10.1109/ICTTA.2004.1307800