introduction to statistical pattern recognition (fukunaga k)

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1、IntroductiontoStatisticalPatternRecogni-tionSecondEdition%%00000nKeinosukeFukunagaIntroductiontoStas-ticalPatternRecognitionSecondEditionThiscompletelyrevisedsecondeditionpresentsanintroductiontostatisticalpat-ternrecognition.Patternrecognitioningeneralcoversawiderangeofproblems:itisapp

2、liedtoengineeringproblems,suchascharacterreadersandwaveformanalysis,aswellastobrainmodelinginbiologyandpsychology.Statisticaldecisionandestima-tion,whicharethemainsubjectsofthisbook,areregardedasfimdamentaltothestudyofpatternrecognition.Thisbookisappropriateasatextforintroductorycourses

3、inpatternrecognitionandasaref-erencebookforpeoplewhoworkinthefield.Eachchapteralsocontainscomputerprojectsaswellasexercises.IntroductiontoStatisticalPatternRecognitionSecondEditionThisisavolumeinCOMPUTERSCIENCEANDSCIENTIFICCOMPUTINGEditor:WERNERRHEINBOLDTIntroductiontoStatisticalPattern

4、RecognitionSecondEditionKeinosukeF'ukunagaSchoolofElectricalEngineeringPurdueUniversityWestLafayette,IndianaMK4MorganK.ufmuisanimprintofAcademicRarsAHamrtSaenccandTechlndogyComponySanDiegoSanFranciscoNewYorkBostonLondonSydneyTokyoThisbookisprintedonacid-freepaper.8Copyright01990byAcad

5、emicPressAllrightsreserved.Nopartofthispublicationmaybereproducedortransmittedinanyformorbyanymeans,electronicormechanical,includingphotocopy,recording,oranyinformationstorageandretrievalsystem.withoutpermissioninwritingfromthepublisher.ACADEMICPRESSAHarcourtScienceandTechnologyCompany5

6、25BStreet,Suite1900,SanDiego,CA92101-4495USAhttp://www.academicpress.comAcademicPress24-28OvalRoad,LondonNW17DXUnitedKingdomhttp:/lwww.hbuWap/MorganKaufmann340PineStreet,SixthFloor,SanFrancisco,CA94104-3205http://mkp.comLibraryofCongressCataloging-in-PublicationDataFukunaga.Keinosuke.In

7、troductiontostatisticalpatternrecognitionIKeinosukeFukunaga.-2nded.p,cm.Includesbibliographicalreferences.ISBN0-12-269851-71.Patternperception-Statisticalmethods.2.Decision-making--Mathematicalmodels.3.Mathematicalstatistics.I.Title.0327.F851990006.4-dc2089-18195CIPPRINTF.DMTHE