3D Face Reconstruction from 2D Images – A Survey
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Transcript of 3D Face Reconstruction from 2D Images – A Survey
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8/7/2019 3D Face Reconstruction from 2D Images A Survey
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tpchikiglpy rzctr vmibm rmoshj `c igbhsjcj ig rsbm l pc+
bogrzpsbziog tpobcrr' Rcbziog 2 ir jcqozcj zo jcrbpi`igf
zmorc rzctr' Zmc hikizlziogr lgj bokthiblziogr albcj ig l 2J
albc pcbogrzpsbziog lpc rskklpi~cj ig rcbziog :' Zmosfm
zmcpc lpc gskcposr pcbogrzpsbziog zcbmgi|scr( rcbziog 3 ao+
bsrcr oghy og l bmorcg acv zo mifmhifmz zmcip jiqcpfcgz lt+
tpolbmcr' Aiglhhy( rcbziog 1 bogbhsjcr vizm rokc rtcbshl+ziogr l`osz zmc aszspc oa 2J albc pcbogrzpsbziog apok 0J
iklfcr'
0 Fcgcplh Lttpolbmcr
Zmcpc lpc klgy lttpolbmcr aop pcbogrzpsbzigf 2J albcr
`sz zmc bmoibc oa lttpolbm kly qlpy lbbopjigf zo zmc lt+
thiblziog aop vmibm zmc pcbogrzpsbziog ir srcj' Zmc fcgcplh
lttpolbmcr lpc rmltc apok rmljigf( rmltc apok rihmosczzcr
lgj rmltc apok koziog lgj lglhyrir `y rygzmcrir srigf kop+
tml`hc kojchr U
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8/7/2019 3D Face Reconstruction from 2D Images A Survey
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Plrivlril U
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bogjiziogr lpc egovg ig ljqlgbc( iklfcr oa clbm albc zlecg
sgjcp jiaacpcgz hifmzigf lgj qicvigf bogjiziogr mlqc zo `c
rzopcj `sz hlpfc rzoplfc pc|sipckcgzr( igbpclrcj tpo`l`ihizy
oa alhrc klzbmigf lgj rhovcp pcbogrzpsbziogr klecr zmir ot+
ziog plzmcp iktplbziblh' @lrpi lgj Mlrrgcp U0[ tpcrcgzcj l
goqch rohsziog vmibm lgrvcpr zmir tpo`hck'
Aclzspc toigzr ir l vchh+hiecj kczmoj aop albilh bok+togcgz jczcbziog `sz srigf bosgzhcrr aclzspc toigzr ig zmc
ltthiblziog blg hclj zo igcabicgbicr ig zmc boktszlzioglh
zikc zlecg' Zmcpcaopc lttpolbmcr zmlz igqohqc l rklhhcp
gsk cp oa aclzspc toigzr mlqc fligcj pcbofgiziog' @hlg~
cz lh' U:[ lttpolbm ir lg c}lkthc aop rsbm lg lttpolbm' Ig
pcboqcpigf 2J albilh igaopklziog apok kshzithc iklfcr zmc
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rmoshj `c kligzligcj'
3 Pcbcgz vope
@hlg~ cz lh' U:[ tsz aopzm l pcbogrzpsbziog lttpolbm `lrcjog l rklhh rcz oa aclzspc toigzr( l pcacpcgbc albc lgj l
jlzl`lrc' Zmc hoblziogr oa zmc aclzspc toigzr lpc rcz ig zmc
pcacpcgbc albc ro zmlz iz blg `c srcj zo lszoklziblhhy c}+
zplbz aclzspc toigzr apok zmc igtsz iklfc' Ljjizioglh aclzspc
toigzr lpc srcj aop zc}zspc pcbogrzpsbziog' Zmc pcbogrzpsb+
ziog ir blppicj osz `y kcpfigf zmc rzopcj rmltcr lgj zc}zspcr
ig zmc jlzl`lrc zo boppcrtogj zo zmc toriziogr lgj fply qlh+
scr oa zmc lbzslh aclzspc toigzr'
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bogrijcpcj igjiqijslhhy( zmc pcbogrzpsbzigf tpobcrr mlr zvo
lhzcpglziqcr aop zmc zc}zspc oa zmc 2J albc + zmc rzlgjlpj zc}+
zspc oa zmc pcacpcgbc albc op zmc zpsc zc}zspc' L } `y }
klre ir ltthicj og clbm toigz lgj zmc kij qlhsc ir o`zligcjlr zc}zspc igaopklziog ig zmc motc oa pcjsbigf cppopr blsrcj
`y goirc' Ig c}tcpikcgzr 00 rmltc pcbogrzpsbziog aclzspc
toigzr( 2 zc}zspc pcbogrzpsbziog aclzspc toigzr lgj l 2 `y 2
klre mlqc `cigf srcj'
Zmc hikizlziog zmlz albc rmoshj goz mlqc fhlrrcr( clppigfr
op `clpj ir l rcz`lbe ig zmir lttpolbm' Zmc pcrohsziog oa zmc
iklfcr ir hikizcj zo 031 } 031 ti}chr lgj bohopcj iklfcr
lpc bogqcpzcj zo =+`iz fply hcqch iklfcr'
@lrpi lgj Mlrrgcp U0[ tpcrcgz l KLZHL@+`lrcj rohs+
ziog vizm lg sgjcphyigf jlzl`lrc vmibm mlr lg stjlzc kcbm+
lgirk' Zmc iklfcr lpc tlpziziogcj igzo bhlrrcr lrrskigf
zmlz rikihlp hooeigf o`ncbzr mlqc rikihlp rmltcr -c'f' rm(
albc) lgj zmc jlzl`lrc vlr bpclzcj `y rzopigf zmcrc iklfcrig zmc rlkc bhlrr lhogf vizm zmcip jctzm kltr' Rigbc zmc
igtsz iklfcr qicvigf bogjiziogr lpc goz egovg ig ljqlgbc
zmcy mlqc rzopcj iklfcr oa zmc rlkc o`ncbz vizm jiaacpcgz
qicvigf bogjiziogr ig zmc jlzl`lrc' Zmosfm zmir lhro pcrshzr
ig lg iggizc c}lkthc jlzl`lrc zmc tpo`hckr vmibm lpirc
vizm iz lpc chikiglzcj `y zmc src oa lg stjlzc rbmckc' Rzlpz+
igf vizm lg igizilh rccj oa zmc jlzl`lrc( iz stjlzcr og+zmc+ffy
jspigf tpobcrrigf ig l vly rsbm zmlz hclrz srcj c}lkthcr lpc
pcthlbcj vizm kopc rsizl`hc 2J o`ncbzr vizm `czzcp qicvigf
bogjiziogr' Lr l pcrshz oghy l rklhh pchcqlgz rs`rcz oa zmc
jlzl`lrc ir lbbcrri`hc zo l srcp lz lgy fiqcg zikc'
Ig tcpaopkigf zmc jctzm crziklziog oa zmc albc( tlpzr oa
zmc iklfc lpc boktlpcj vizm zmc iklfc tlpzr ig zmc jlzl`lrc
zo klzbm zmc igzcgrizy tlzzcpgr -fspc 0)' Zmc aosgj igzcg+
rizy tlzzcpgr lpc zlecg lr zmc igizilh fscrr aop zmc albcr jctzmlgj hlzcp l fho`lh otziki~lziog rbmckc ir ltthicj aop jctzm
pcgckcgz' Vmcg srigf l Tcgzisk :( 0'=FM~ boktszcp
vizm 0F@ PLK aop l 044 }
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zc}( bohop lgj blkcpl lpc zmc zmpcc tlplkczcpr oa zmc tpo+
ncbzcj tohyfog pctpcrcgzlziog GG'
Zmc Zrli+Rmlm RAR lhfopizmk tpobcrrcr `ozm igtsz ik+
lfcr lgj GG osztsz iklfcr ig opjcp zo pcbogrzpsbz zmc 2J
albc `lrcj og zmc jctzm kltr' Zmcrc jctzm kltr lpc bog+
rijcpcj lr tlpzilh 2J rmltcr plzmcp zmlg iklfcr'
Ig Rlklplr cz lh' U
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Zmc bcgzcp oa zmc koszm ir ijcgzicj `y jplvigf l qcpziblh
mirzofplk ig zmir hoblhi~cj koszm pcfiog'
Aifspc 1' Pcbzlgfshlp Pcfiog lgj zmc Mopi+~ogzlh Mirzofplk aop Koszm U
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