Perpustakaan Digital ITB
2018_EJRNL_AJITA_RATTANI_1.pdf
Terbatas Rita Nurainni, S.I.Pus
» ITB
Terbatas Rita Nurainni, S.I.Pus
» ITB
acebiometricshaveattractedsignificantattentionasatechnologyforsecureaccesstomobiledevices.ThisisbecausealmostallsmartphoneshaveRGBcamerassuitableforcapturingfaces,andtherequireduserinteractionisacceptablegiventhepopularityof‘selfies’.Mostofthetraditionalmethodsforfacebiometricsmaynotbeamenabletona-tiveexecutiononmobilehardwareduetotheirlimitedmemoryandcomputingpower.Consequently,anumberofalgorithmsspecificallydesignedoradaptedtothemobileen-vironmenthavebeenproposedforfacebiometrics.However,thestate-of-the-artrelatedtofacebiometricsinamobileenvironmentisnotwellknown.Thispaperthoroughlyandcriticallysurveysfacebiometricsintermsoffacedetectionandnormalization,recognition,andanti-spoofingmethodsproposedformobiledevices.Theoverallaimistoimproveun-derstandinganddiscusstheadvantagesandlimitationsoftheexistingmethods.Further,challengesandfutureresearchdirectionsareidentifiedforfurtherresearchanddevelop-ment.