Title :
Video description by automatic content extraction
Author :
Tascini, G. ; Montesanto, A. ; Palombo, R.
Author_Institution :
Comput Sci. Inst., Ancona Univ., Italy
Abstract :
The richness of semantic content of visual representation is related to the fact that it has an aspect right only for interpretation by human. When videos are stored in a database their retrieval is normally performed simply by name. The need to have information on their content, during the retrieval phase, is growing and its extraction constitutes a challenge if performed automatically by the retrieval system itself. Various researchers attempted to associate each film to a global description that is automatically extracted and is a way to index it in a database. The Moving Picture Expert Group actually is working to a new standard, named MPEG-7, which deals with a multimedia content description interface, that does not include an automatic extraction of descriptions and says nothing about a browser for showing these descriptions. The work presented focuses on two aspects: extraction of a compact representation of a frame series and of a description based on little number of features; and definition of a query language constituted by a set of predicates and facts; these last are derived by a series of features automatically extracted from the frame sequence. A main tool to extract a compact representation from a series of frames is mosaicing
Keywords :
content-based retrieval; feature extraction; multimedia databases; query languages; video databases; video signal processing; MPEG-7; Moving Picture Expert Group; automatic content extraction; compact representation; content based retrieval; feature extraction; frame sequence; frame series; global description; multimedia content description interface; query language; retrieval system; semantic content; video databases; video description; visual representation; Content based retrieval; Data mining; Database languages; Humans; Indexes; Information retrieval; MPEG 7 Standard; MPEG standards; Multimedia databases; Visual databases;
Conference_Titel :
Visual Languages, 2000. Proceedings. 2000 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7695-0840-5
DOI :
10.1109/VL.2000.874367