北邮国院视频图像处理.docx
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北邮国院视频图像处理.docx
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EBU723U–ImageandVideoProcessing–2014/15
Courseworkreportandexercises
Name:
_______YuMa______________
Username:
______jp10212769_______________
Exercise1(a)
Reading/writingPGM/PPMimages:
Thefirststeptowardsimageandvideoprocessingisreadingimagesfromfileandwritethemtofile.Thereexistdifferentstandardsthatstoretheinformationindifferentformats;beforeopeninganimage,knowledgeofthestandardisnecessary.TwowidelyusedimageformatsarePPMandPGM.ThePGMformatisagreyscalefileformatdesignedtobeeasytomanipulate.APGMimagerepresentsagreyscalegraphicimage.Formostpurposes,aPGMimagecanjustbethoughtofanarrayofintegers.Thename"PGM"istheacronymof"PortableGreyMap."Thename"PPM"istheacronymfor"PortablePixelMap."Imagesinthisformat(oraprecursorofit)wereoncealsocalled"portablepixmaps."Itisahighlyredundantformat,andcontainsalotofinformationthattheHumanVisualSystem(HVS)cannotevendiscern.However,asPGM,PPMisveryeasytowriteandanalyze.Thegoalofthefirstpartoftoday’slabistoletstudentsbecomecomfortablewiththesetwoformats.
YouwillimplementfunctionstoreadandtowritePPMandPGMimages.Thefinaldemonstrationoftheimplementedsoftwarewillbedoneusingwell-knowntestimages:
LENA,BABOON,PEPPERS,etc.YoucanfindPPMandPGMversionsoftheseimagesintheEBU723Uintranetpages.Thewritingfunctionmustaddascommentintheheader:
“imagecreatedbyyour_nameyour_surname”.
Includeinyoursubmissionthefileresultingfromreadingtheimagesprovidedandwritingthembackintheiroriginalformat.
Summarizein5pointstheoperationsnecessarytoreadaPGM/PPMimage:
1.Opentheimageinreadmode.
2.Ignorecommentsinthefile
3.DistinguishtheimageisaPGMorPPM.
4.Readinformationoftheimage.
5.Readmatrix.
Summarizein5pointstheoperationsnecessarytowriteaPGM/PPMimage:
1.Opentheimageinwritemode.
2.Writecommentsinthefile.
3.DecidewrittingaPGMorPPMimage.
4.Writeinformationoftheimage.
5.Writematrix.
WhatisthedifferencebetweentheidentifierP3andP6?
ForidentifierP3,theimageisstoredasASCIIandeachlineislessthan70characters.
ForidentifierP6,theimageisstoredasbinary.
P6formatissmallerthanP3formatandreadP6formatfileisfasterthanP3formatfile.
Exercise1(b)
Formatconversions:
inthispartofthelab,theimageswillbeconvertedfromcolourtogreyscale;inotherwordsaPPMimagewillbeconvertedtothePGMformat.Youwillimplementafunctioncalled“BUPT_format_converter”whichtransformsimagesfromcolortogrey-scaleusingthefollowingYUVconversion:
Y=0.257R+0.504G+0.098B+16
U=0.439R+0.368G–0.071B+128
V=-0.148R–0.291G+0.439B+128
Whatcomponentrepresentstheluminance,i.e.thegrey-levels,ofanimage?
Yrepresentstheluminance.
Usetheeboxestodisplaytheresultsforthecolourtogrey-scaleconversion.
Lenacolour(RGB)
Lenagrey
Baboongrey
Babooncolour(RGB)
Isthetransformationbetweenthetwocolour-spaceslinear?
Motivateyouranswer
Thetransformationbetweenthetwocolour-spacesislinear.
Transformeachlayer,thencombineeachoutcome.OrTransformlayerstogether.Thesetwooutcomesaresame.
f(ax+by)=af(x)+bf(y)
DisplayintheboxtheLenaimageconvertedtoYUV3channelsformat.
Arethecolorsofthepreviouspicturedistorted?
Ifyeswhy?
Theyaredifferent.BecauseRGBusedforPCandYUVusedforTV.IfweshowYUVimageonPC,itwillbedistorted.
BasedontheformulafortheRGBtoYUVconversion,derivetheformulafortheYUVtoRGBconversion?
R=1.164*(Y-16)+1.596*(V-128)
G=1.164*(Y-16)-0.813*(V-128)-0.391*(U-128)
B=1.164*(Y-16)+2.018*(U-128)
UsetheformulayouderivedattheprevioussteptoconverttheYUVimagebacktotheoriginalRGBformat.Displaytheresultinthebox.
Exercise1(c)
Sub-sampling:
TheHVSisincapableofperceivingcertaindetailsinanimage.ThereforehighcompressionratioscanbeachievedbyexploitingthecharacteristicsoftheHVS,thusdiscardingwhathasalowvisualrelevance.However,thisprocesscanintroducedistortionsinthecompresseddata.AsimplewaytoexploitthecharacteristicsoftheHVScompressionpurposesistosub-sampleanimage.Adrawbackofthisapproachisthatitispossibletoincurinwell-knowproblemsofadiscreterepresentation,suchasaliasing.Thispartofthelabcoverssomesimplesub-samplingoperations.
Implementafunctionthatsub-samplesgreylevelimagesbyafactorn,withnamultipleof2.Thefunctionshouldbeabletosub-sampleindependentlyinthehorizontalandintheverticaldirectionorinbothdirectionsatthesametime.
Displaytheresultsofsu
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- 北邮国院 视频 图像 处理