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Lb`eseaf Ptukp@cossegebr

^e?5, 4>?0

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@aftbfts

@aftbfts

>.? Eftralu`teaf . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

>.4 Lb`eseaf \rbb Ptukp . . . . . . . . . . . . . . . . . . . . . . . .

>.4.? Bftrapy . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

>.4.4 Pbcb`tefj Aptekoc \hrbsacl . . . . . . . . . . . . . . . .

>.4.0 Lb`eseaf Ptukp @cossegebr . . . . . . . . . . . . . . . . .

>.0 Ekpcbkbftoteaf . . . . . . . . . . . . . . . . . . . . . . . . . . . . . >.< @alb . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

Tbgbrbf`bs . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

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Lb`eseaf Ptukp @cossegebr

Lb`eseaf Ptukp @cossegebr

>.? Eftralu`teafEf thb orte`cb wb wecc caam ot Lb`eseaf Ptukp @cossegebr whe`h es usblos wbom `cossegebr ef gboturb sbcb`teaf ocjarethks cemb OloDaast.

>.4 Lb`eseaf \rbb PtukpO Lb`eseaf trbb stukp komb o lb`eseaf dosbl af sefjcb efputgboturb/ottredutb. Gar `aftefaus gboturbs o thrbshacl vocubs essbcb`tbl ,thb stukp `aftoefs twa cbovbs gar vocubs ag gboturb dbcawofl odavb thrbshacl.

\hb lb`eseaf trbb stukp `cossegebr efstof`bs efta twa `otbjarebs,cbts soy

\hb oek es ta cborf o `cossege`oteaf rucb ,su`h thot gboturb

`of db `cossegebl efta pasetevb ar fbjotevb `coss dosbl af thrbshaclguf`teaf

.

\hb vocub ag es aptekoccy `haasbf dosbl af sakb prblbgefbl

`retbreo whe`h es spb`egebl dy o brrar/adib`tevb guf`teaf.

\hb adib`t guf`teaf usbl ef prbsbft ekpcbkbftoteaf es ovbrojbbftrapy whe`h es `akkafcy usbl ef `cosse`oc lb`eseaf trbb ocjarethks

>.4.? Bftrapy

Bftrapy es kbosurb ag ekpurety/uf`brtoefty ef thb troefefj sbt.

\hb bftrapy es jevbf dy

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Lb`eseaf Ptukp @cossegebr

whbrb

es farkocezbl rotea ag fukdbr ag efstof`bs thot orb ef`coss

Eg

ar

.\hbf thbrb es fa uf`brtoefty ef ossejf-kbft ofl bftrapy es zbra

Eg

thbf thbrb es koxekuk uf`brtoefty ef

Eg loto es lakefotbl dy afb `coss ,thbf bftrapy wecc db caw hawbvbreg loto es fat lakefoftbl dy afb `coss,thbf bftrapy kbosurb weccdb hejh

\hus bftrapy pravelbs us weth kbosurb ag purety ag loto sbt.

Cbt us ossukb thot wb hovb `haasbf o thrbshal .\hes wecc le-velb thb loto sbt efta twa ports afb gar vocub

ofl athbr

.

Eg thb rucb es vbry jaal thbf bo`h ag sudsbts wecc db lakefotbldy loto dbcafefj ta afb `coss ofl thbrbgarb wecc hovb caw bftrapykbosurb

Ovbrojb bftapy ogtbr thb `cossege`oteaf wecc db caw eg `cossege`o-teaf rucb es jaal.

Ovbrojb bftrapy es jevbf dy

whbrb

es farkocezb rotea ag tatoc sokpcbs thot dbcafj ta cbgtspcet ag loto whe`h sotesgy `retbreo

ofl

es farkocezb roteaag tatoc sokpcbs thot dbcafj ta cbgt spcet ag loto whe`h sotesgy`retbreo

>.4.4 Pbcb`tefj Aptekoc \hrbsacl

Zb fbbl ta gefl whe`h vocub ag

pravelb us weth kefekuk vocub agovbrojb bftrapy

\a la thes thb ottredutb,`coss poer

orb sartbl o`-

`arlefj ta ottredutb vocub.

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Lb`eseaf Ptukp @cossegebr

\hb thrbshacl es sbcb`tbl os kelpaeft ag oliof`bt ottredutb vocubs.

\hb ovbrojb bftrapy es `oc`ucotbl gar bo`h vocub ag

ofl afb thotpravelbs kefekuk bftrapy es sbcb`tbl os aptekoc vocub ag

>.4.0 Lb`eseaf Ptukp @cossegebr

Jevbf thb vocub ag thb loto sbt es levelbl efta twa ports

ofl

.Pef`b ovbrojb bftrapy es gaufl ta db kefekuk bo`h sudsbtes lakefoftbl dy o loto dbcafjefj ta spb`ege` `coss.

lb eseaf rucb es ossa`eotbl weth lakefoft `coss codbc. Cbt`coss codbcs db rbprbsbftbl os

ofl lb`eseaf rucb

e dbossa`eotbl weth `coss codcb

su`h thot

Cbt @ lbfatb thb sbt ag `cossbs,

whbrb

whbrb

\hus wb orb sekpcy rbquerbl ta gefl thb lakefoft `coss gar sudsbts

ofl

Jevbf ufmfawf gboturb wb orb rbquerbl ta lb`elb thb `coss co-dbc .

Eg thb gboturb/ottredutb sotesgebs thb `afleteaf

thbf wbossejf et `coss codbc

ofl eg

thbf wb ossejf et `coss codbc

>.0 Ekpcbkbftoteaf

@alb es wrettbf ef pythaf.smcborf po`mojb es usbl ef porte`ucor oppce-`oteaf ta rbol grak lotodosb bt . \hb `alb es ocsa efsperbl grakthb smcborf lb`eseaf trbb kalucb.

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Lb`eseaf Ptukp @cossegebr

O `coss Lb`eseafPtukpCborf `aftoefs kbthals ta cborf lb`eseafrucb ofl prble`teaf guf`teaf.

@coss Lb`eseaf Ptukp `aftoefs efgarkoteaf odaut lb`eseaf rucb

Pef`b wb wecc rbquerb corjb kbkary `arrbspalefj ta Hoor gboturbs oleggbrbft loto stru`turb Lb`eseaf Ptukp thot `aftoefs dorb kefekukefgarkoteaf es usbl ta starb afcy porokbtbr rbquerbl gar `cossege`o-teaf.

\hb @coss Lb`eseafPtukpCborf labs fat starb ofy loto,ofl `af-toefs iust thb kbthals gar prble`teaf ofl troefefj ag lb`eseaf trbbstukp `cossegebr.

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Lb`eseaf Ptukp @cossegebr

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Lb`eseaf Ptukp @cossegebr

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Lb`eseaf Ptukp @cossegebr

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Lb`eseaf Ptukp @cossegebr

>.< @alb\hb `alb gar thb tbstefj ofl troefefj utecety `of db gaufl ot

ofl tbstefj s`rept

https://github.com/pi19404/m19404/tree/master/objdetect/HaarCascade/testDecisionStump.pyhttps://github.com/pi19404/m19404/tree/master/objdetect/HaarCascade/testDecisionStump.pyhttps://github.com/pi19404/m19404/tree/master/objdetect/HaarCascade/DecisionStump1.pyhttps://github.com/pi19404/m19404/tree/master/objdetect/HaarCascade/DecisionStump1.pyhttps://github.com/pi19404/m19404/tree/master/objdetect/HaarCascade/DecisionStump1.py

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Dedceajrophy

Dedceajrophy

http://dx.doi.org/10.1109/TPAMI.2007.1181http://dx.doi.org/10.1109/TPAMI.2007.1181http://dx.doi.org/10.1109/TPAMI.2007.1181http://dx.doi.org/10.1109/CVPR.2001.990517