| B. S. Manjunath, P. Salembier, and T. Sikora. Introduction to MPEG7: Multimedia Content Description Language. 1st edition, 2002. |
....basically annotated for a subsequently retrieval. Ontology based KM systems are often too restrictive and fail representing the discursive nature of knowledge. Therefore, we combine the benefits of both by simultaneously reducing their deficits. 2. DIGITAL MEDIA WITH MPEG 7 The MPEG 7 standard [4], introduced by the moving pictures expert group (MPEG) specifies a set of descriptors and description schemes that permit the transcription of versatile multimedia information for a variety of web applications. The XML based MPEG 7 standard allows (loose) categorization of new content from ....
B. S. Manjunath, P. Salembier, and T. Sikora, editors. Introduction to MPEG-7: Multimedia Content Description Interface. John Wiley & Sons, Chichester, 2002.
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B. S. Manjunath, P. Salembier, and T. Sikora. Introduction to MPEG7: Multimedia Content Description Language. 1st edition, 2002.
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B. S. Manjunath, P. Salembier, and T. Sikora. Introduction to MPEG7: Multimedia Content Description Language. 1st edition, 2002.
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B. S. Manjunath, P. Salembier, and T. Sikora, Eds., Introduction to MPEG7: Multimedia Content Description Interface, John Wiley & Sons Ltd., 2002.
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B. Manjunath, P. Salembier, and T. Sikora, Introduction to MPEG-7: Multimedia Content Description Interface, Wiley, 2002.
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B. S. Manjunath, P. Salembier, and T. Sikora, Eds., Introduction to MPEG7: Multimedia Content Description Interface, John Wiley & Sons Ltd., 2002.
....presented in the following sections. 2. Vector Approximation (VA) Files The dimensionality of typical visual descriptors is quite high. For example, the current MPEG 7 standard uses a 62 dimensional texture descriptor and an adaptive color histogram descriptor that can have up to 256 dimensions [9]. In order to retrieve similar images from the database, the nearest neighbors of a query feature vectore are computed, and, as mentioned earlier, these nearest neighbor computations are quite expensive in high dimensions. To address this issue, the VA File uses compressed (quantized) ....
B.S.Manjunath, P. Salembier, and T. Sikora, Eds., Introduction to MPEG7: Multimedia Content Description Interface, John Wiley & Sons Ltd., 2002.
....artifacts. 5.1 Homogeneous Texture Descriptor The raw image data is perceptually characterized using a low level descriptor based on homogeneous texture. The Vision Research Lab at UCSB has extensive experience with using texture to analyze remote sensed imagery. In particular, an MPEG 7 [9] compliant descriptor based on the outputs of orientation and scale selective Gabor filters [6] has shown to e#ectively characterize a variety of land cover types, such as agriculture, forest, and urban development. Since the texture descriptor captures the spatial distribution of relative ....
B.S.Manjunath, P. Salembier, and T. Sikora, Eds., Introduction to MPEG7: Multimedia Content Description Interface, John Wiley & Sons, 2002.
....first step in constructing a visual thesaurus is feature extraction. Feature extraction is localized by partitioning an image into tiles. Regular partitioning is a simple alternative to segmentation that allows straight forward feature extraction and provides a simple spatial layout. An MPEG 7 [2] compliant homogeneous texture feature vector is extracted for each tile. The 62 dimension feature vector is composed of the first and second order statistics of Gabor filter outputs and Euclidean distance is used the similarity measure. The MPEG 7 homogenous texture descriptor effectively ....
B.S.Manjunath, Philippe Salembier, and Thomas Sikora, Eds., Introduction to MPEG7: Multimedia Content Description Interface, John Wiley & Sons Ltd., 2002.
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Manjunath, B.S.; Salembier, Philippe; Sikora, Thomas (eds.) Introduction to MPEG-7 - Multimedia Content Description Interface. New York, USA : John Wiley & Sons, 2002
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B. Manjunath, P. Salembier, T. Sikora, Introduction to MPEG-7: Multimedia Content Description Interface, Wiley, ISBN: 0-471-48678-7 (2002).
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Manjunath, B.S., Salembier, P., Sikora, T., eds.: Introduction to MPEG 7: Multimedia Content Description Language. Wiley (2002)
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B. S. Manjunath, P. Salembier, and T. Sikora, editors. Introduction to MPEG 7: Multimedia Content Description Language. Wiley, 2002.
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B. Manjunath, P. Salembier, and T. Sikora, editors. Introduction to MPEG-7: Multimedia Content Description Language. Wiley, 2001.
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B. S. Manjunath, P. Salembier, and T. Sikora, Eds., Introduction to MPEG 7: Multimedia Content Description Language. New York: Wiley, 2002.
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B. Manjunath, P. Salembier, T. Sikora, Introduction to MPEG-7: Multimedia Content Description Interface, Wiley, ISBN: 0-471-48678-7 (2002).
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B.S. Manjunath, P. Salembier, and T. Sikora. Introduction to MPEG-7: Multimedia Content Description Interface. Wiley, ISBN: 0-471-48678-7, 2002.
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B. S. Manjunath, P. Salembier, and T. Sikora, Eds., Introduction to MPEG 7: Multimedia Content Description Language. WileyInterscience, 2002.
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Manjunath, B.S., Salembier, P., Sikora, T., eds.: Introduction to MPEG 7: Multimedia Content Description Language. Wiley-Interscience (2002)
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B. Manjunath, P. Salembier, and T. Sikora, editors. Introduction to MPEG-7: Multimedia Content Description Language. Wiley, 2001.
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Manjunath, B.S.; Salembier, Philippe; Sikora, Thomas (eds.) Introduction to MPEG-7 - Multimedia Content Description Interface. New York, USA : John Wiley & Sons, 2002
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B.S. Manjunath, P. Salembier, T. Sikora, Introduction to MPEG-7: Multimedia Content Description Interface, Wiley, June 2002.
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Manjunath, B.S., Salembier, P., Sikora, T., eds.: Introduction to MPEG 7: Multimedia Content Description Language. Wiley-Interscience (2002)
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B. Manjunath, P. Salembier, T. Sikora, Introduction to MPEG-7: Multimedia Content Description Interface, Wiley, ISBN: 0-471-48678-7 (2002).
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B.S. Manjunath, P. Salembier, and T. Sikora, Eds., Introduction to MPEG-7: Multimedia Content Description Language. New York: Wiley, 2002.
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