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ITS » Paper and Presentation » Teknik Kelistrikan Kapal
Posted by dee@its.ac.id at 31/10/2013 09:58:33  •  2069 Views


PENGENALAN WAJAH DENGAN METODE TEMPLATE MATCHING SEBAGAI SISTEM STARTER SEPEDA MOTOR BERBASIS MIKROKONTROLLER ATMEGA 16

FACE RECOGNITION WITH TEMPLATE MATCHING AS MOTOR CYCLES STARTER SYSTEM BASED MICROCONTROLLER ATMEGA 16

Author :
HERMAWAN, MARGITO ( 6907040024 )
ALAM, FAJAR INDRA NUR




ABSTRAK

Pengenalan wajah Face Recognition adalah salah satu teknologi biometric yang sering diaplikasikan dalam sistem security selain pengenalan retina mata sidik jari iris mata. Teknologi face recognition merupakan sebuah proses pengenalan wajah manusia via kamera webcam yang dihubungkan dengan sebuah bahasa pemograman komputer. Dilakukan perhitungan-perhitungan berdasarkan hasil yang didapat dan dicocokkan melalui sebuah metode. Template matching adalah metode yang akan digunakan. Dan perhitungan nilai eigenface yang akan digunakan sebagai acuan template matching. Wajah seseorang di-capture diproses lalu disimpan dalam database. Wajah yang tersimpan database mempunyai matrik dan diproses untuk mendapatkan nilaieigenface eigenface acuan. Pada tahap pengujian wajah seseorang dicapture diolah lalu didapatkan matriknya dan didapatkan nilai eigenfacenya eigenface pengujian. Eigenface hasil pengujian digunakan untuk pencocokan dengan eigenface acuan dengan jarak eigenface terkecil euclidean distance. Apakah wajah ini dideteksi sebagai wajah yang dikenali pemilik atau bukan dalam database bukanpemilik. Output digunakan untuk memerintah mikrokontroller ATMEGA 16 untuk menstarter sepeda motor. Dari percobaan dan pengujian yang dilakukan alat dapat mengenali citra wajah dengan tingkat keberhasilan 82. Hal ini membuktikan bahwa alat ini cukup baik dalam pengenalan wajah.


ABSTRACT

Face recognition is one of the biometric technology that has been applied in many security system in addition to the eye retina an iris and fingerprint recognition. Technology of face recognition is a process of human face recognition via camera webcam connected to a computer programming language. Calculation isperformed based on the results obtained and then verified through a method. Template matching is a method that will be used. Calculation ofeigenface value will be used as a reference oftemplate matching. Someones face is captured then processed and stored in the database. The face has a matrix database which is stored and processed to obtain the value eigenface eigenfacereference. When the testing stage a persons face captured processed then matrix obtainedas well as the value eigenface eigenface testing. eigenface test is used to match face matrix with eigenface reference with minimum eigenface euclidean distance. Is this the face is detected as a recognizable face the owner or not in the database not the owner. Output is used to govern ATMEGA microcontroller 16 to start the motorcycle. From the experiment and the test performed the tool can identify the facial image with the level of success up to 82 . This proves the tool is good enough in the face recognition.



KeywordsFace Recognition; Template Matching; Matriks; Eigenface; Database; Mikrokontroller Atmega16
 
Subject:  Pengawasan komputer
Contributor
  1. Lilik Subiyanto, ST
  2. M. Basuki Rahmat, ST, MT
Date Create: 28/07/2011
Type: Text
Format: Presentation of Ship Electricity Engineering, 006.4 Her p, 2013
Language: Indonesian
Identifier: ITS-paper-69021130002622
Collection ID: 69021130002622
Call Number: 006.4 Her p


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