MARC Record from marc_columbia

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006 m o d
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008 031205s2004 maua ob 001 0 eng d
035 $a(OCoLC)ocn191661972
035 $a(NNC)15071176
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020 $a1568812175
020 $a9781568812175
035 $a(OCoLC)191661972$z(OCoLC)465160935$z(OCoLC)475471590$z(OCoLC)614975411$z(OCoLC)648132833$z(OCoLC)722539940$z(OCoLC)1037506091$z(OCoLC)1062910527
050 4 $aRC78.7.D53$bI567 2004eb
060 00 $a2004 L-758
060 10 $aWN 26.5$bI585 2004
082 04 $a616.07/54$222
049 $aZCUA
245 00 $aInsight into images :$bprinciples and practice for segmentation, registration, and image analysis /$cTerry S. Yoo, editor.
260 $aWellesley, Mass. :$bA K Peters,$c©2004.
300 $a1 online resource (xv, 393 pages) :$billustrations (some color)
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
504 $aIncludes bibliographical references and index.
588 0 $aPrint version record.
505 0 $a1. Introduction and basics -- 2. Segmentation -- 3. Registration -- 4. Hybrid methods : mixed approaches to segmentation.
520 3 $aA companion to the Insight Toolkit An introduction to the theory of modern medical image processing, including the analysis of data from - X-ray computer tomography, - magnetic resonance imaging, - nuclear medicine, - and ultrasound. Using an algorithmic approach, and providing the mathematical, statistical, or signal processing as needed for background, the authors describe the principles of all methods implemented in the Insight Toolkit (ITK), a freely available, open- source, object-oriented library. The emphasis is on providing intuitive descriptions of the principles and illustrative examples of results from the leading filtering, segmentation, and registration methods. This book covers the mathematical foundations of important techniques such as: - Statistical pattern recognition, - PDE-based nonlinear image filtering, - Markov random fields, - Level set methods, - Deformable models, - Mutual information, image-based registration - Non-rigid image data fusion With contributions from: Elsa Angelini, Brian Avants, Stephen Aylward, Ting Chen, Jeffrey Duda, Jim Gee, Luis Ibanez, Celina Imielinska, Yinpeng Jin, Jisung Kim, Bill Lorensen, Dimitris Metaxas, Lydia Ng, Punam Saha, George Stetten, Tessa Sundaram, Jay Udupa, Ross Whitaker, Terry Yoo, and Ying Zhuge. The Insight Toolkit is part of the Visible Human Project from the National Library of Medicine, with support from NIDCR, NINDS, NIMH, NEI, NSF, TATRC, NCI, and NIDCD.
650 0 $aDiagnostic imaging$xDigital techniques.
650 0 $aImage processing.
650 0 $aPattern recognition systems.
650 12 $aImage Processing, Computer-Assisted
650 12 $aImaging, Three-Dimensional
650 22 $aMathematical Computing
650 22 $aPattern Recognition, Automated
650 6 $aImagerie pour le diagnostic$xTechniques numériques.
650 6 $aTraitement d'images.
650 6 $aReconnaissance des formes (Informatique)
650 7 $aimage processing.$2aat
650 7 $aconstant.$2bisacsh
650 7 $adetection.$2bisacsh
650 7 $aedge.$2bisacsh
650 7 $aexpectation.$2bisacsh
650 7 $afront.$2bisacsh
650 7 $alikelihood.$2bisacsh
650 7 $amatter.$2bisacsh
650 7 $amaximization.$2bisacsh
650 7 $amaximum.$2bisacsh
650 7 $apixel.$2bisacsh
650 7 $aTECHNOLOGY & ENGINEERING / Biomedical.$2bisacsh
650 7 $aTECHNOLOGY & ENGINEERING / Imaging Systems.$2bisacsh
650 7 $aPattern recognition systems.$2fast$0(OCoLC)fst01055266
650 7 $aDiagnostic imaging$xDigital techniques.$2fast$0(OCoLC)fst00892359
650 7 $aImage processing.$2fast$0(OCoLC)fst00967501
655 0 $aElectronic books.
655 4 $aElectronic books.
700 1 $aYoo, Terry S.,$d1963-
776 08 $iPrint version:$tInsight into images.$dWellesley, Mass. : A K Peters, ©2004$w(DLC) 2003068974
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio15071176$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS