Hais txog Teeb Teeb Variations
Teeb pom kev zoo yog ib qho tseem ceeb tshaj plaws hauv kev pom lub tshuab, thiab cov kev hloov hauv cov teeb pom kev zoo cuam tshuam ncaj qha rau cov duab tau txais thiab ua tiav. Txhawm rau daws qhov teeb meem no, cov kev ntsuas hauv qab no tuaj yeem ua:
Siv lub teeb pom kev zoo los yog lub teeb ntuj, tso cai rau lub hnub ci lossis lub teeb ntuj nkag mus rau thaj chaw ua haujlwm ntau li ntau tau los muab cov teeb pom kev ruaj khov.
Siv cov reflectors kom muaj kev cuam tshuam lub teeb rov qab rau hauv qhov chaw ua haujlwm, yog li txhim kho teeb pom kev zoo thiab ua kom cov khoom sib npaug.
Siv cov txheej txheem teeb pom kev zoo, xws li teeb pom kev zoo infrared thiab teeb pom kev zoo nyob ib puag ncig, kom hloov mus rau qhov chaw teeb pom kev sib txawv.
Hais txog Object Deformation thiab Occlusion
Object deformation thiab occlusion yog ib qho teeb meem nyob rau hauv lub tshuab tsis pom kev, cuam tshuam cov khoom paub thiab taug qab. Txhawm rau daws cov teeb meem no, cov tswv yim hauv qab no tuaj yeem ua haujlwm:
Rau cov teeb meem deformation, cov duab kho cov tswv yim tuaj yeem siv los kho cov khoom qub, lossis algorithms insensitive rau deformation tuaj yeem siv rau kev lees paub.
Rau cov teeb meem occlusion, ntau- saib xyuas lossis cov txheej txheem rho tawm keeb kwm yav dhau tuaj yeem siv los txo qhov cuam tshuam ntawm occlusion ntawm kev lees paub. Nyob rau tib lub sijhawm, kev paub txog kev paub zoo dua yuav tsum tau tsim los txhawm rau txheeb xyuas cov khoom kom raug txawm tias nyob hauv qhov xwm txheej tsis raug.
Tuav Cluttered Background thiab Nrov Nrov Interference
Hauv cov xwm txheej nyuaj, cluttered keeb kwm yav dhau thiab lub suab nrov cuam tshuam tuaj yeem cuam tshuam rau kev ua haujlwm ntawm lub tshuab tsis pom kev. Txhawm rau daws cov teeb meem no, cov kev ntsuas hauv qab no tuaj yeem ua:
Siv cov duab denoising algorithms los txo cov suab nrov ntawm cov duab zoo thiab txhim kho cov duab meej.
Yuav Ua Li Cas Hais Txog Kev Hloov Ib puag ncig Kev Sib Tw hauv Tshuab Vision
Qhia cov ntsiab lus ntawm cov ntsiab lus thiab cov qauv kev kawm sib sib zog nqus rau kev rho tawm cov ntsiab lus thiab kev suav los txhim kho lub peev xwm kom paub txog lub hom phiaj cov khoom thiab txo qis kev cuam tshuam los ntawm cov keeb kwm yav dhau los.
Kho kom haum rau Illumination -Invariant Feature Extraction
Txhawm rau hais txog qhov cuam tshuam ntawm cov teeb pom kev hloov pauv ntawm kev tshem tawm cov yam ntxwv, teeb pom kev zoo - tsis muaj qhov txawv txav ntawm kev rho tawm xws li ORB thiab SIFT tuaj yeem siv. Cov txheej txheem no tuaj yeem, rau qee qhov, txo qhov cuam tshuam ntawm cov teeb pom kev hloov pauv ntawm cov yam ntxwv sib piv, txhim kho kev ruaj ntseg thiab raug ntawm lub tshuab tsis pom kev.
Kev daws teeb meem kev hloov pauv ib puag ncig hauv lub zeem muag yuav tsum muaj ntau yam -kev sib ntsib, suav nrog kev hais txog kev hloov pauv ntawm lub teeb pom kev, tuav cov khoom deformation thiab occlusion, cuam tshuam nrog cov keeb kwm yav dhau los thiab suab nrov cuam tshuam, thiab hloov mus rau qhov pom kev teeb pom kev zoo -invariant feature extraction. Kev ua raws li cov kev ntsuas no tuaj yeem txhim kho kev ua tau zoo thiab kev ruaj ntseg ntawm lub tshuab tsis pom kev.