By Ernesto Damiani, Kokou Yetongnon, Richard Chbeir, Albert Dipanda
Read or Download Advanced Internet Based Systems and Applications: Second International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2006, Hammamet, ... Applications, incl. Internet Web, and HCI) PDF
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Extra info for Advanced Internet Based Systems and Applications: Second International Conference on Signal-Image Technology and Internet-Based Systems, SITIS 2006, Hammamet, ... Applications, incl. Internet Web, and HCI)
IEEE Transactions on Circuits and Systems for Video Technology 14(5), 622–633 (2004) 6. : Interactive Content-Based Retrieval in Video Databases Using Fuzzy Classiﬁcation and Relevance Feedback. In: Proc. IEEE ICMSC 1999 (1999) 7. : A fuzzy framework for unsupervised video content characterization and shot classiﬁcation. J. of Electronic Imaging 10(4), 917–929 (2001) 8. : Automatic recognition of ﬁlm genres. In: Proc. ACM Multimedia (1995) 9. : Eﬀective Image Fingerprint Extraction Based on Random Bubble Sampling.
Concepts are further combined, at a higher level, to produce more general concepts, which can result in the genre of a video. Under this assumption, our goal is to learn structural characterisations of multimedia objects from representative sets of programmes and to rely on this characterisation for a similarity based retrieval process. The challenges we have to deal with in our speciﬁc application domain generalise to many other domains, and we can comfortably state that our architecture properly ﬁts with other multimedia contexts as well.
4 Use of the Fingerprint The primary use of the ﬁngerprints is the identiﬁcation of clusters of Programme Units within the learning set that possibly show a semantic relevance. Each extended ﬁngerprint can be seen as a matrix of real numbers Φ ∈ RS×V , where Characterizing Multimedia Objects through Multimodal Content Analysis 29 V is the total number of sub-views and S is the product of the cardinalities of the set of clusters associated to the individual subviews in the surrogate (in Example 2, V = 2 and S = 6).