Video Processing With Matlab - 1 (Pengolahan Video dengan Matlab - 1)

\Jamv Ecmkwt / CC"D[ SNH Dmk`mcvdaX

Asnsv{ 3 7911

Alvcv Lahcwa ^cg Fah kcmnam Ha{oag ( 1

Kaoah aw{dlco dmd ld{a alam hchgaeav hcmncmad ganadhama hcmnnsmalam ha{oag sm{sl hcmkaya{lam ka{a kawd Kdnd{ao ^cg Fah- Ka{a tamn kdahgdo gdva gcwsya fd{wa a{asysm rdkc`- [sjsammta akaoae sm{sl  hchgam{s ld{a hcmnaha{d `gjcl vcfawa wcao{dhc- Ayodlavd tamn {coae kdlchgamnlam gamtal vclaod/ hdvaomta sm{sl hcmnaha{d lcgcwakaam hamsvda kd vsa{s awca %yw`jcl gcwdls{mta$/ hcmnaha{d ycwncwalam ycva~a{ vcfawa wcao {dhc %vcfawa `modmc ycwmae hchgam{s haeavdv~a kawd dmnnwdv tamn hcmncwjalam yw`jcl dmd$/ hcmned{smn jshoae yw`ksl tamn gcwjaoam kaoah odmc yw`kslvd/ kam oadm(oadm- [cwoaos gamtal  tamn gdva ld{a oalslam kcmnam hcmnnsmalam ha{oagGcwkavawlam f`m{`e kd a{av/ hcmnaya ld{a hchdode ha{oag sm{sl bsmnvd dmd0 Gslamlae yw`ksl gaeava ychw`nwaham oadm gdva hcoalslam eao tamn vaha0 [cm{s vaja gdva- [ayd ha{oag vamna{ smnnso kaoah lchskaeam kaoah alvcv kam lchahysammta kaoah l`hys{avd- [cm{s vc{coae gcweavdo hcmnahgdo ka{a vcfawa wcao{dhc ld{a alam hcoalslam ycmn`oaeam {cweakay ka{a {cwvcgs{- Amnnay hdvaomta amka dmndm hcoalslam yw`vcv oamjs{am gcwsya ycmn`oaeam fd{wa kdnd{ao {cweakay rdkc` tamn {coae ld{a ahgdo kcmnam ha{oag- Ycmn`oaeam dmd vamna{ hsmnldm kdoalslam kaoah ha{oag kcmnam gcwganad {``og`u tamn {coae kdvckdalam- Kcmnam kchdldam ld{a gdva b`fsv {cweakay aya tamn hcmjakd {snav amaodva gslam eamta kaoah ychw`nwahammta[amya hchycwyamjamn gava gavd dmd/ vata alam hchgand aw{dlco dmd kaoah gcgcwaya gandam- D{soae vcgagmta yaka aw{dlco dmd jsksomta kdgcwd ycm`h`wam 1/ lawcma aw{dlco dmd alam gcwoamjs{ kcmnam v{skd lavsv tamn hsmnldm gdva hchgam{s ychgafa kaoah hcmncw{d {cm{amn rdkc` yw`fcvvdmn dm ha{oagKaoah aw{dlco dmd alam kdgaeav: 176;32-

Hcmkaya{lam dmb`whavd ycwamnla{ lcwav lahcwa tamn {cwvckda kd l`hys{cwDmdvdaodvavd ycwamnla{ lcwav vcganad `gjcl kam hchgafa yawahc{cw kawd lahcwaHchgcwdlam mdoad yaka yawahc{cw ycwamnla{ lcwav Wcrdc~ hcoaosd ycwamnla{ lcwavGanadhama hcmkaya{lam vdmnoc dhanc hcoaosd lahcwaVahyoc yw`nwah-

Sm{sl aw{dlco dmd/ 5 {`ydl kd a{av alam kdlsyav vcfawa vckcweama kam jcoav- [dkal ycwos kdjcoavlam vcfawa yamjamn ocgaw jdla eamta hchgcwdlam aw{d tamn vaha1- Hcmkaya{lam dmb`whavd ycwamnla{ lcwav lahcwa tamn {cwvckda kd l`hys{cw Gdavamta oay{`y {coae kdocmnlayd kcmnam vcgsae lahcwa tamn kdvcgs{ vcganad ~cgfah- Gdoa amka {dkal hchdodldmta/ amka gdva hchgcod kd {`l` {cwkcla{ oaos oalslam dmv{aoavd kwdrcw tamn vcvsad kcmnam yamksammta- Gdavamta Gdavamta eao dmd {dkal vsod{- Sm{sl swsvam ycwamnla{ ycwamnla{ lcwav/ vata gcwdlam eal  amka sm{sl hcmnswsvmtaYaka {aeay dmd/ amka kdhdm{a sm{sl hcmncfcl ycwamnla{ lcwav %lahcwa$ tamn {cwyavamn yaka oay{`y a{as yf amka- Gsla oae f`hhamk ~dmk`~ oaos lc{dl: 1

\Jamv Ecmkwt / CC"D[ SNH Dmk`mcvdaX

Asnsv{ 3 7911

== dhaqe~dmb`

Hala alam kd{ahydolam akay{`w tamn {cwyavamn yaka oay{`y oay{`y amka- Ycwea{dlam eavdo kd ga~ae dmd: amv 8 Dmv{aoockAkay{`wv: |.f`wcf`. .~dmrdkc`.x HA[OAGRcwvd`m: .>-5 %W7994a$. [``og`uMahc: .Dhanc Afqsdvd{d`m [``og`u. [``og`uRcwvd`m: .6-6 %W7994a$.

Gcwkavawlam eavdo kc{clvd kd a{av/ vata hchdode ~dmrdkc` vcganad akay{`w lawcma hcwsyalam akay{`w ~cgfah sm{sl oay{`y vdv{ch `ycwavd ~dmk`~v- Ycwos kdycwea{dlam gae~a eavdomta gdva gcwgcka kcmnam oay{`y amka7- Dmdvdaodvavd ycwamnla{ lcwav %akay{`w$ vcganad `gjcl  Vclawamn ld{a havsl lckaoah {aeay sm{sl hsoad hcmnnsmalam lahcwa {cwvcgs{- Eao tamn ycwos kdoalslam akaoae dmdvdaodvavd lahcwa vcganad `gjclDmv{wslvd tamn kdnsmalam kaoah ha{oag akaoae: `gj 8 rdkc`dmys{%akay{`wmahc /kcrdfcDK/b`wha{ $

f`m{`emta: == rk8rdkc`dmys{%.~dmrdkc`. rk8rdkc`dmys{%.~dmrdkc`.$< $<

ycw{amtaammta/ ganadhama vata {as yawahc{cw kcrdfcDK/ kam b`wha{ 0  ja~agammta akaoae kcmnam hcmnc{dllam ycwdm{ae gcwdls{ kaoah ha{oag: == nc{%rk$

Eavdomta akaoae Ncmcwao Vc{{dmnv: KcrdfcDK 8 1 KdvlO`nncw 8 \X KdvlO`nncwBwahcF`sm{ KdvlO`nncwBwahc F`sm{ 8 9 Crcm{O`n 8 \1u9 v{wsf{X BwahcNwagDm{cwrao BwahcNwagDm{cwr ao 8 1 BwahcvAfqsdwck 8 9 BwahcvAradoagoc 8 9 BwahcvYcw[wdnncw BwahcvYcw[wdnnc w 8 19 O`nndmn 8 `bb O`nndmnH`kc 8 hch`wt

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\Jamv Ecmkwt / CC"D[ SNH Dmk`mcvdaX

Asnsv{ 3 7911

Mahc 8 TST7P1759u>79(~dm TST7P1759u>79(~dmrdkc`(1 rdkc`(1 Mshgcw@bGamkv 8 6 Ywcrdc~dmn 8 `bb W@DY`vd{d`m 8 \9 9 1759 >79X Wsmmdmn 8 `bb [an 8 [dhc`s{ 8 19 [tyc 8 rdkc`dmys{ SvcwKa{a 8 \X  Rdkc`B`wha{ 8 TST7P1759u>79 Rdkc`Wcv`os{d`m 8 \1759 >79X F`o`w Vyafc Vc{{dmnv: GatcwVcmv`wAodnmhcm{ GatcwVcmv`wAodn mhcm{ 8 nwgn Wc{swmckF`o`wVyafc Wc{swmckF`o`wVy afc 8 TFgFw Faoogafl Bsmf{d`m Vc{{dmnv: Cww`wBfm 8 Idhaqfaoogafl BwahcvAfqsdwckBfm BwahcvAfqsdwckB fm 8 \X BwahcvAfqsdwckBfmF`sm{ BwahcvAfqsdwckB fmF`sm{ 8 9 V{aw{Bfm 8 \X V{`yBfm 8 \X [dhcwBfm 8 \X [dhcwYcwd`k 8 1 [wdnncwBfm 8 \X [wdnncw Vc{{dmnv: Dmd{dao[wdnncw[dhc Dmd{dao[wdnncw[ dhc 8 \X [wdnncwF`mkd{d`m [wdnncwF`mkd{d` m 8 m`mc [wdnncwBwahcKcoat [wdnncwBwahcKco at 8 9 [wdnncwWcyca{ 8 9 [wdnncwvCucfs{ck [wdnncwvCucfs{c k 8 9 [wdnncwV`swfc 8 m`mc [wdnncw[tyc 8 dhhckda{c Afqsdvd{d`m V`swfcv: Vcocf{ckV`swfcMahc Vcocf{ckV`swfcM ahc 8 dmys{1 V`swfc 8 \1u1 rdkc`v`swfcX

Amka kaya{ hcodea{ gae~a yawahc{cw {cwvcgs{ {coae kdfc{al {cgao- Kcmnam kchdldam amka gdva hchgcwdlam vycvdbdlavd lcyaka ycwamnla{ lcwav tamn amka yamnndo- Vcedmnna dmv{wslvd {cwvcgs{ gcwsgae hcmjakd: rk8rdkc`dmys{%.~dmrdkc`. .~dmrdkc`./1/ /1/.TST7P1759u>79. .TST7P1759u>79.$< $< == rk8rdkc`dmys{%

Kcmnam kdjaoamlammta dmv{wslvd {cwvcgs{/ hala {coae {cwgcm{sl vcgsae `gjcl gaws tamn gcwmaha rdkrdk- Sm{sl vc{cwsvmta `gjcl {cwvcgs{ alam kdnsmalam kaoah hchamnndo lahcwa kam hcmnahgdo ka{a vcycw{d tamn ld{a dmndmlam6- Hchgcwdlam mdoad yaka yawahc{cw ycwamnla{ lcwav6

\Jamv Ecmkwt / CC"D[ SNH Dmk`mcvdaX

Asnsv{ 3 7911

Kcmnam ycwdm{ae nc{%rk$/ ld{a kaya{ hcmnc{aesd yawahc{cw aya vaja tamn aka yaka lahcwa- Oaos kawd yawahc{cw {cwvcgs{/ gcgcwaya kdam{awamta gdva kdvc{- Sm{sl hcmnc{aesd yawahc{cw aya vaja tamn gdva kdvc{/ nsmalam ycwdm{ae gcwdls{ dmd: == vc{%rk$

Eavdo clvclsvdmta akaoae Ncmcwao Vc{{dmnv: KdvlO`nncw BwahcNwagDm{cwrao BwahcvYcw[wdnncw O`nndmnH`kc: \ |hch`wtx  kdvl  kdvl"hch`wt X Mahc W@DY`vd{d`m [an [dhc`s{ SvcwKa{a F`o`w Vyafc Vc{{dmnv GatcwVcmv`wAodnmhcm{: GatcwVcmv`wAodn mhcm{: \ |nwgnx  ngwn  wnng  gnnw X Wc{swmckF`o`wVyafc: Wc{swmckF`o`wVy afc: \ wng  nwatvfaoc  |TFgFwx  gatcw X Faoogafl Bsmf{d`m Vc{{dmnv: Cww`wBfm: v{wdmn (`w( bsmf{d`m eamkoc (`w( fcoo awwat BwahcvAfqsdwckBfm:

v{wdmn

(`w(

bsmf{d`m

eamkoc

(`w(

fcoo

awwat BwahcvAfqsdwckBfmF`sm{ V{aw{Bfm: v{wdmn (`w( bsmf{d`m eamkoc (`w( fcoo awwat V{`yBfm: v{wdmn (`w( bsmf{d`m eamkoc (`w( fcoo awwat [dhcwBfm: v{wdmn (`w( bsmf{d`m eamkoc (`w( fcoo awwat [dhcwYcwd`k [wdnncwBfm: v{wdmn (`w( bsmf{d`m eamkoc (`w( fcoo awwat [wdnncw Vc{{dmnv: [wdnncwBwahcKcoat [wdnncwWcyca{

Afqsdvd{d`m V`swfcv: Vcocf{ckV`swfcMahc: Vcocf{ckV`swfcM ahc: \ |dmys{1x X

[ahyal gae~a fslsy gamtal yawahc{cw tamn gdva ld{a vc{ soamn- Gdva vaja kaoah vsa{s lavsv amka ycwos hcoalslam vc{ soamn {cweakay vchsa yawahc{cw- Ycwos kddmna{ gae~a yawahc{cw kd a{av ;

\Jamv Ecmkwt / CC"D[ SNH Dmk`mcvdaX

Asnsv{ 3 7911

{coae hchdodld mdoad a~ao a{as kcbaso{ - Amka gdva hcmfawd {aes vcmkdwd hcoaosd HA[OAG ECOY sm{sl hcodea{ mdoad tamn {coae kdvc{ yaka hcwcla- Aka lchsmnldmam jsna/ amka {dkal ycwos hcoalslam ycwsgaeam {cweakay vchsa yawahc{cw- Sm{sl f`m{`e yaka aw{dlco dmd/ yawahc{cw tamn ycm{dmn kam ycwos amka nsmalam kam kdsgae akaoae

vc{%rk/.Vcocf{ckV`swfcMahc./ /.dmys{1. .dmys{1.$< $< == vc{%rk/.Vcocf{ckV`swfcMahc.

Aw{dmta amka hcmjakdlam `gjcl rk `gjcl rk vcganad vshgcw ka{a== rk-Wc{swmckF`o`wVyafc8.wng.<

Aw{dmta amka hcmvc{ anaw ka{a tamn kdlchgaodlam gcwsya fd{wa kaoah b`wha{ ~awma WNG;-  Wcrdc~ hcoaosd lahcwa[aeay gcwdls{mta akaoae hchamnndo ~dmk`~ gaws tamn alam hcmahydolam eavdo {amnlayam lahcwa vcfawa odrc- [sodvlam ycwdm{ae dmd: == ywcrdc~%rk$

Hala vcgsae ~dmk`~ tamn gcwdvd odmnlsmnam tamn gcwaka kdkcyam lahcwa alam kd{ahydolam3- Ganadhama hcmkaya{lam vdmnoc dhanc hcoaosd lahcwaSm{sl hcmkaya{lam vcgsae fd{wa kawd lahcwa amka/ gdva kdnsmalam ycwdm{ae gcwdls{: == nahgaw8nc{vmayve nahgaw8nc{vmayve`{%rk$< `{%rk$<

Dmd gcwaw{d rawdagco nahgaw hcmtdhyam ka{a fd{wa kdnd{ao tamn {coae kdahgdo hcmnnsmalam lahcwa- Ka{a tamn kdvdhyam akaoae ha{wdlv tamn hdwdy kcmnam ycwdm{ae lc{dla amka hchgafa dmb`whavd kawd vcgsae fd{wa kdnd{ao tamn {cwvdhyam kd kaoah l`hys{cwOaos/ sm{sl hcmahydolam eavdo vmayve`{  {dkal gdva hcmnnsmalam ycwdm{ae dhve`~dhve`~- Lawcma ka{a dmd havde gcwsya ka{a ha{wdlv- Vcedmnna ld{a ycwos hcmnnsmalam ycwdm{ae oadm sm{sl hcmnsgae ha{wdlv {cwvcgs{ lc fd{wa oaos hcmahydolammta vcganad fd{wa- Ycwdm{aemta akaoae == dhanc%nahgaw$<

Ganadhama jdla amka dmndm hcmtdhyam ka{a {cwvcgs{ lc kaoah vcgsae fd{wa0 Amka gdva hcmnnsmalam ycwdm{ae dh~wd{c%nahgaw/—mahabdoc-jyn—$< Tamn ycwos amka ycwea{dlam akaoae/ lc{dla amka hcoalslam alvd d{s clv{cmvd bdoc hcmjakd vamna{ ycm{dmn- Lawcma ka{a `wdndmao %nahgaw$ alam kdsgae vcfawa `{`ha{dv vcvsad kcmnam clv{cmvd tamn {cw{sodv/ hdvaomta gdoa amka hcmjakdlam bdoc {cwvcgs{ gcwclv{cmvd jyn/ hala ka{a alam hcmnaoahd l`hywcvd tamn vdnmdbdlam vcedmnna slswammta gdva hcmjakd ocgde lcfdo kam dmb`whavd avod hcmjakd 3

\Jamv Ecmkwt / CC"D[ SNH Dmk`mcvdaX

Asnsv{ 3 7911

{cwkdv{`wvd- Jakd ydodeoae kcmnam gdjal- Vchcm{awa jdla amka hchdm{a vawam vata/ hala ja~agammta akaoae amka {dkal ycwos hcoalslam eao tamn vda(vda- Bal{amta amka vskae hcmkaya{lam ka{a! Vcjase dmd/ amka {coae hcmneavdolam vcgsae yw`nwah vckcweama- Amka {coae hchdodld ycmnc{aesam sm{sl hchambaa{lam lahcwa kaoah hcmkaya{lam fd{wa kdnd{ao ~aoasysm eamta va{s fd{wa vaja- Ycwos amka dmna{/ gae~a lc{dla amka vcocvad kcmnam eao kd a{av amka ycwos sm{sl  hcms{sy kam hcmneaysv `gjcl %rdk %rdk$$ tamn {akd {coae kdgsa{- Sm{sl hcmneaysv `gjcl {cwvcgs{ kaya{ kdnsmalam ycwdm{ae: == kcoc{c%rk$<

2- Vahyoc yw`nwahF`m{`e yw`nwah vday yalad: rk8rdkc`dmys{%.~dmrdkc`. rk8rdkc`dmys{% .~dmrdkc`./1/ /1/.TST7P1759u>79. .TST7P1759u>79.$< $< vc{%rk/.Vcocf{ckV`swfcMahc. vc{%rk/ .Vcocf{ckV`swfcMahc./ /.dmys{1. .dmys{1.$< $< rk-Wc{swmckF`o`wVyafc8.wng. rk-Wc{swmckF`o`wVyafc8 .wng.< < ywcrdc~%rk$< nahgaw8nc{vmayve`{%rk$< dhanc%nahgaw$< kcoc{c%rk$<

Aw{dlco gcwdls{mta alam kd{d{dgcwa{lam ganadhama fawa hcmnahgdo vcwdcv dhanc/ hcmjakdlam gcgcwaya fd{wa hcmjakd rdkc`/ hchgafa rdkc` tamn vskae aka/ hchgsa{ rdkc` kawd lahcwa}}} [CWDHA LAVDE }}}

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