| Record ID | marc_columbia/Columbia-extract-20221130-007.mrc:101045150:2594 |
| Source | marc_columbia |
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LEADER: 02594mam a22003734a 4500
001 3081376
005 20221019213526.0
008 010328t20012001maua b 001 0 eng
010 $a 2001029596
015 $aGBA1-47828
020 $a0792373723 (alk. paper)
035 $a(OCoLC)ocm46641702
035 $9ATQ6884CU
035 $a3081376
040 $aDLC$cDLC$dUKM$dOHX$dOrLoB-B
042 $apcc
050 00 $aTA1637$b.K66 2001
072 7 $aTA$2lcco
082 00 $a621.36/7$221
100 1 $aKopparapu, Sunil K.$0http://id.loc.gov/authorities/names/n2001005530
245 10 $aBayesian approach to image interpretation /$cSunil K. Kopparapu, Uday B. Desai.
260 $aBoston :$bKluwer Academic Publishers,$c[2001], ©2001.
300 $axiv, 127 pages :$billustrations ;$c24 cm.
336 $atext$btxt$2rdacontent
337 $aunmediated$bn$2rdamedia
490 1 $aThe Kluwer international series in engineering and computer science ;$vSECS 616
504 $aIncludes bibliographical references (p. [115]-122) and index.
505 00 $g1.$tOverview --$g2.$tBackground.$tMarkov Random Field Models.$tMultiresolution --$g3.$tMRF Framework for Image Interpretation.$tMRF on a Graph --$g4.$tBayesian Net Approach to Interpretation.$tMRF model leading to Bayesian Network Formulation.$tBayesian Networks and Probabilistic Inference.$tProbability Updating in Bayesian Networks.$tBayesian Networks for Gibbsian Image Interpretation.$tExperimental Results --$g5.$tJoint Segmentation and Image Interpretation.$tImage Interpretation using Integration.$tThe Joint Segmentation and Image Interpretation Scheme.$tExperimental Results --$g6.$tConclusions --$gApp. A.$tBayesian Reconstruction --$gApp. B.$tProof of Hammersley-Clifford Theorem --$gApp. C.$tSimulated Annealing Algorithms - Selecting T[subscript 0] in practise --$gApp. D.$tCustom Made Pyramids --$gApp. E.$tProof of Theorem 4.6 --$gApp. F.$tk-means clustering --$gApp. G.$tFeatures used in Image Interpretation --$gApp. H.$tKnowledge Acquisition --$gApp. I.$tHMM for Clique Functions.
650 0 $aImage processing$xDigital techniques.$0http://id.loc.gov/authorities/subjects/sh85064447
650 0 $aComputer vision.$0http://id.loc.gov/authorities/subjects/sh85029549
650 0 $aBayesian statistical decision theory.$0http://id.loc.gov/authorities/subjects/sh85012506
700 1 $aDesai, Uday B.$0http://id.loc.gov/authorities/names/n86088467
830 0 $aKluwer international series in engineering and computer science ;$vSECS 616.$0http://id.loc.gov/authorities/names/n84749953
852 00 $boff,eng$hTA1637$i.K66 2001