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024 7 _a10.1007/978-3-642-32436-9
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245 1 0 _aComputational Intelligence for Multimedia Understanding
_h[electronic resource] :
_bInternational Workshop, MUSCLE 2011, Pisa, Italy, December 13-15, 2011, Revised Selected Papers /
_cedited by Emanuele Salerno, A. Enis Cetin, Ovidio Salvetti.
250 _a1st ed. 2012.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2012.
300 _aXII, 235 p. 92 illus.
_bonline resource.
336 _atext
_btxt
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338 _aonline resource
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490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v7252
505 0 _aLearning an Ontology for Visual Tasks -- Ontology and Algorithms Integration for Image Analysis -- EmotiWord: Affective Lexicon Creation with Application to Interaction and Multimedia Data -- A Bayesian Active Learning Framework for a Two-Class Classification Problem -- Unsupervised Classification of SAR Images Using Hierarchical Agglomeration and EM -- Geometrical and Textural Component Separation with Adaptive Scale Selection -- Bayesian Shape from Silhouettes -- Shape Retrieval and Recognition on Mobile Devices -- Directionally Selective Fractional Wavelet Transform Using a 2-D Non-separable Unbalanced Lifting Structure -- Visible and Infrared Image Registration Employing Line-Based Geometric Analysis -- Texture Recognition Using Robust Markovian Features -- A Plausible Texture Enlargement and Editing Compound Markovian Mode -- Bidirectional Texture Function Simultaneous Autoregressive Model -- Analysis of Human Gaze Interactions with Texture and Shape -- Rich Internet Application for Semi-automatic Annotation of Semantic Shots on Keyframes -- Labeling TV Stream Segments with Conditional Random Fields -- Foreground Objects Segmentation for Moving Camera Scenarios Based on SCGMM -- Real Time Image Analysis for Infomobilit -- Tracking the Saliency Features in Images Based on Human Observation Statistics.
520 _aThis book constitutes the refereed proceedings of the International Workshop  MUSCLE 2011 on Computational Intelligence for Multimedia Understanding, organized by the ERCIM working group in Pisa, Italy on December 2011. The 18 revised full papers were carefully reviewed and selected from over numerous submissions. The papers cover the following topics: multisensor systems, multimodal analysis, crossmodal data analysis and clustering, mixed-reality applications, activity and object detection and recognition, text and speech recognition, multimedia labeling, semantic annotation, and metadata, multimodal indexing and searching in very large data-bases; and case studies.
650 0 _aMultimedia systems.
_911575
650 0 _aComputer vision.
_9143196
650 0 _aArtificial intelligence.
_93407
650 0 _aPattern recognition systems.
_93953
650 0 _aData mining.
_93907
650 0 _aNumerical analysis.
_94603
650 1 4 _aMultimedia Information Systems.
_931575
650 2 4 _aComputer Vision.
_9143197
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aData Mining and Knowledge Discovery.
_9143198
650 2 4 _aNumerical Analysis.
_94603
700 1 _aSalerno, Emanuele.
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700 1 _aCetin, A. Enis.
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700 1 _aSalvetti, Ovidio.
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710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
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856 4 0 _uhttps://doi.org/10.1007/978-3-642-32436-9
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