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010   $a3-662-44526-3
024 7 $a10.1007/978-3-662-44526-6
035   $a(CKB)3710000000228769
035   $a(EBL)1968562
035   $a(OCoLC)908090041
035   $a(SSID)ssj0001353965
035   $a(PQKBManifestationID)11758980
035   $a(PQKBTitleCode)TC0001353965
035   $a(PQKBWorkID)11322606
035   $a(PQKB)10814132
035   $a(DE-He213)978-3-662-44526-6
035   $a(MiAaPQ)EBC1968562
035   $a(PPN)18135456X
035   $a(EXLCZ)993710000000228769
100   $a20140904d2015      u|         0
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 10$aHigh-Dimensional and Low-Quality Visual Information Processing $eFrom Structured Sensing and Understanding /$fby Yue Deng
205   $a1st ed. 2015.
210  1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2015.
215   $a1 online resource (108 p.)
225 1 $aSpringer Theses, Recognizing Outstanding Ph.D. Research,$x2190-5053
300   $aDescription based upon print version of record.
311   $a3-662-44525-5 
320   $aIncludes bibliographical references and index.
327   $aIntroduction -- Sparse Structure for Visual Signal Sensing -- Graph Structure for Visual Signal Sensing -- Discriminative Structure for Visual Signal Understanding -- Information Theoretic Structure for Visual Signal Understanding -- Conclusions.
330   $aThis thesis primarily focuses on how to carry out intelligent sensing and understand the high-dimensional and low-quality visual information. After exploring the inherent structures of the visual data, it proposes a number of computational models covering an extensive range of mathematical topics, including compressive sensing, graph theory, probabilistic learning and information theory. These computational models are also applied to address a number of real-world problems including biometric recognition, stereo signal reconstruction, natural scene parsing, and SAR image processing.
410  0$aSpringer Theses, Recognizing Outstanding Ph.D. Research,$x2190-5053
606   $aSignal processing
606   $aImage processing
606   $aSpeech processing systems
606   $aOptical data processing
606   $aData structures (Computer science)
606   $aData mining
606   $aSignal, Image and Speech Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/T24051
606   $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021
606   $aData Structures and Information Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/I15009
606   $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030
615  0$aSignal processing.
615  0$aImage processing.
615  0$aSpeech processing systems.
615  0$aOptical data processing.
615  0$aData structures (Computer science)
615  0$aData mining.
615 14$aSignal, Image and Speech Processing.
615 24$aImage Processing and Computer Vision.
615 24$aData Structures and Information Theory.
615 24$aData Mining and Knowledge Discovery.
676   $a005.74
676   $a006.312
676   $a006.37
676   $a006.6
700   $aDeng$b Yue$4aut$4http://id.loc.gov/vocabulary/relators/aut$0739866
906   $aBOOK
912   $a9910299701803321
996   $aHigh-Dimensional and Low-Quality Visual Information Processing$91466012
997   $aUNINA