Geometric Methods in Bio-Medical Image Processing 1st Edition
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    Geometric Methods in Bio-Medical Image Processing 1st Edition (English, Hardcover, R Malladi Ralph P Heinrich)

    Geometric Methods in Bio-Medical Image Processing 1st Edition  (English, Hardcover, R Malladi Ralph P Heinrich)

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    Highlights
    • Language: English
    • Binding: Hardcover
    • Publisher: Springer
    • ISBN: 9783540432166, 3540432167
    • Edition: 1st, 2002
    • Pages: 147
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    Description
    Itgivesmegreatpleasuretoeditthisbook. Thegenesisofthisbookgoes backtotheconferenceheldattheUniversityofBolognainJune1999, on collaborativeworkbetweentheUniversityofCaliforniaatBerkeleyandthe UniversityofBologna. Theoriginalideawastoinvitesomespeakersatthe conferencetosubmitarticlestothebook. Thescopeofthebookwaslater- hancedand, inthepresentform, itisacompilationofsomeoftherecentwork usinggeometricpartialdi?erentialequationsandthelevelsetmethodology inmedicalandbiomedicalimageanalysis. Thesynopsisofthebookisasfollows: Inthe?rstchapter, R. Malladi andJ. A. Sethianpointtotheoriginsoftheuseoflevelsetmethodsand geometricPDEsforsegmentation, andpresentfastmethodsforshapes- mentationinbothmedicalandbiomedicalimageapplications. InChapter 2, C. OrtizdeSolorzano, R. Malladi, andS. J. Lockettdescribeabodyof workthatwasdoneoverthepastcoupleofyearsattheLawrenceBerkeley NationalLaboratoryonapplicationsoflevelsetmethodsinthestudyand understandingofconfocalmicroscopeimagery. TheworkinChapter3byA. Sarti, C. Lamberti, andR. Malladiaddressestheproblemofunderstanding di?culttimevaryingechocardiographicimagery. Thisworkpresentsvarious levelsetmodelsthataredesignedto?tavarietyofimagingsituations, i. e. timevarying2D,3D, andtimevarying3D. InChapter4, L. VeseandT. F. Chanpresentasegmentationmodelwithoutedgesandalsoshowextensions totheMumford-Shahmodel. Thismodelisparticularlypowerfulincertain applicationswhencomparisonsbetweennormalandabnormalsubjectsis- quired. Next, inChapter5, A. EladandR. Kimmelusethefastmarching methodontriangulateddomaintobuildatechniquetounfoldthecortexand mapitontoasphere. Thistechniqueismotivatedinpartbynewadvances infMRIbasedneuroimaging. InChapter6, T. DeschampsandL. D. Cohen presentaminimalpathbasedmethodofgroupingconnectedcomponentsand showcleverapplicationsinvesseldetectionin3Dmedicaldata. Finally, in Chapter7, A. Sarti, K. Mikula, F. Sgallari, andC. Lamberti, describean- linearmodelfor?lteringtimevarying3Dmedicaldataandshowimpressive resultsinbothultrasoundandechoimages. IoweadebtofgratitudetoClaudioLambertiandAlessandroSartifor invitingmetoBologna, andlogisticalsupportfortheconference. Ithank thecontributingauthorsfortheirenthusiasmand?exibility, theSpringer mathematicseditorMartinPetersforhisoptimismandpatience, andJ. A. Sethianforhisunfailingsupport, goodhumor, andguidancethroughthe years. Berkeley, California R. Malladi October,2001 Contents 1 FastMethodsforShapeExtractioninMedicaland BiomedicalImaging. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 R. Malladi, J. A. Sethian 1. 1Introduction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1. 2TheFastMarchingMethod. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 1. 3ShapeRecoveryfromMedicalImages. . . . . . . . . . . . . . . . . . . . . . . . . . 6 1. 4Results. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 References. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 2 AGeometricModelforImageAnalysisinCytology. . . . . . . 19 C. OrtizdeSolorzano, R. Malladi, S. J. Lockett 2. 1Introduction. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 2. 2GeometricModelforImageAnalysis. . . . . . . . . . . . . . . . . . . . . . . . . . . 20 2. 3SegmentationofNuclei. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22 2. 4SegmentationofNuclei
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    Specifications
    Book Details
    • Publication Year
      • 2002
    Contributors
    • Author
      • R Malladi Ralph P Heinrich
    Series & Set Details
    • Series Name
      • Mathematics and Visualization
    Dimensions
    • Width
      • 0.52 Inches (US)
    • Height
      • 9.46 Inches (US)
    • Weight
      • 1.01 Pounds (US)
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