MARC record from Internet Archive

LEADER: 02528cam 22003374a 4500
001 9921445670001661
005 20150423134717.0
008 000616s2000 maua b 001 0 eng
010 $a 00056157
020 $a0792378997
035 $a(CSdNU)u89646-01national_inst
035 $a(Sirsi) l00056157
035 $a(Sirsi) l00056157
035 $a(Sirsi) 01-AAL-1074
035 $a 00056157
040 $aDLC$cDLC$dOrPss
042 $apcc
050 00 $aTK 5102.9$bL485 2000
100 1 $aLi, Jia,$d1974-
245 10 $aImage segmentation and compression using hidden Markov models /$cby Jia Li, Robert M. Gray.
260 $aBoston, MA :$bKluwer Academic,$cc2000.
300 $axii, 141 p. :$bill. ;$c25 cm.
490 1 $aThe Kluwer international series in engineering and computer science ; $vSECS 571
504 $aIncludes bibliographical references (p. 125-137) and index.
505 0 $aStatistical Classification -- Bayes Optimal Classification -- Algorithms -- Markov Random Fields -- Markov Mesh -- Multiresolution Image Classification -- Vector Quantization -- Transform VQ -- VQ as a Clustering Method -- Bayes Vector Quantization -- Two Dimensional Hidden Markov Model -- Viterbi Training -- Previous Work on 2-D HMM -- Outline of the Algorithm -- Assumptions of 2-D HMM -- Markovian Properties -- Parameter Estimation -- Computational Complexity -- Variable-state Viterbi Algorithm -- Intra- and Inter-block Features -- Aerial Image Segmentation -- Features -- Results -- Document Image Segmentation -- Related Work -- Feature Extraction -- The Selection of Wavelet Transforms -- Results -- 2-D Multiresolution HMM -- Basic Assumptions of 2-D MHMM -- Related Work -- The Algorithm -- Fast Algorithms -- Fast Algorithm 1 -- Fast Algorithm 2 -- Comparison of Complexity with 2-D HMM -- Experiments -- Testing Models -- Hypothesis Testing -- Test of Normality -- Test of the Markovian Assumption -- Joint Compression and Classification -- Distortion Measure -- Optimality Properties and the Algorithm -- Initial Codebook -- Optimal Encoding -- Synthetic Data -- Image Data -- Progressive Compression and Classification -- Future Work.
650 0 $aImage processing$xDigital techniques.
650 0 $aMarkov processes.
700 1 $aGray, Robert M.,$d1943-
830 0 $aKluwer international series in engineering and computer science ; $vSECS 571.
948 $a02/02/2001$b02/22/2001
999 $aTK 5102.9 L485 2000$wLC$c1$i31786101397104$d4/19/2004$f4/19/2004$g1 $lCIRCSTACKS$mNULS$rY$sY$tBOOK$u2/22/2001