Yıl 2015, Cilt 2 , Sayı , Sayfalar 139 - 143 2015-09-01

AUTOMATIC EXAM ATTENDANCE SYSTEM BASED ON ILLUMINATION INVARIANT FACE RECOGNITION

Burçin ÖZMEN [1] , Kamil YURTKAN [2]


Security systems are used in several ways. In the developing technology, the computer systems are employed to solve different kinds of problems whereas they can be also used for security purposes. Application of the computer-aided security systems are one of the applicable technologies today especially in the crowded places such as entrance gates where high security measure is requested. On the other hand, automatic face recognition is useful in the applications where the recognition of the authorized people should be completed in a limited time. An application, that is the identification of the students for exam security is one of the important issues in universities where crowded exams take place. Unidentified people other than one's own examinations can be defined as problematic in terms of exam assessment. The paper proposes a new automatic class attendance system based on illumination invariant face recognition. System consists of three stages which are the face detection, facial feature extraction and classification. A known method will be employed for face detection part. For the facial feature extraction stage, non-subsampled Contourlet transform is used. The classification is done by the use of a known method which is the correlation coefficient. The system is currently under test and expected to run at acceptable recognition rates to be used in an automatic class attendance system.

Automatic attendance, face recognition, non-subsampled contourlet transform (NSCT), exam security, student authorization
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Konular Sosyal
Bölüm Articles
Yazarlar

Yazar: Burçin ÖZMEN

Yazar: Kamil YURTKAN

Tarihler

Yayımlanma Tarihi : 1 Eylül 2015

Bibtex @araştırma makalesi { epess333348, journal = {The Eurasia Proceedings of Educational and Social Sciences}, issn = {}, eissn = {2587-1730}, address = {}, publisher = {ISRES Organizasyon Turizm Eğitim Danışmanlık Ltd. Şti.}, year = {2015}, volume = {2}, pages = {139 - 143}, doi = {}, title = {AUTOMATIC EXAM ATTENDANCE SYSTEM BASED ON ILLUMINATION INVARIANT FACE RECOGNITION}, key = {cite}, author = {ÖZMEN, Burçin and YURTKAN, Kamil} }
APA ÖZMEN, B , YURTKAN, K . (2015). AUTOMATIC EXAM ATTENDANCE SYSTEM BASED ON ILLUMINATION INVARIANT FACE RECOGNITION. The Eurasia Proceedings of Educational and Social Sciences , 2 () , 139-143 . Retrieved from https://dergipark.org.tr/tr/pub/epess/issue/30319/333348
MLA ÖZMEN, B , YURTKAN, K . "AUTOMATIC EXAM ATTENDANCE SYSTEM BASED ON ILLUMINATION INVARIANT FACE RECOGNITION". The Eurasia Proceedings of Educational and Social Sciences 2 (2015 ): 139-143 <https://dergipark.org.tr/tr/pub/epess/issue/30319/333348>
Chicago ÖZMEN, B , YURTKAN, K . "AUTOMATIC EXAM ATTENDANCE SYSTEM BASED ON ILLUMINATION INVARIANT FACE RECOGNITION". The Eurasia Proceedings of Educational and Social Sciences 2 (2015 ): 139-143
RIS TY - JOUR T1 - AUTOMATIC EXAM ATTENDANCE SYSTEM BASED ON ILLUMINATION INVARIANT FACE RECOGNITION AU - Burçin ÖZMEN , Kamil YURTKAN Y1 - 2015 PY - 2015 N1 - DO - T2 - The Eurasia Proceedings of Educational and Social Sciences JF - Journal JO - JOR SP - 139 EP - 143 VL - 2 IS - SN - -2587-1730 M3 - UR - Y2 - 2020 ER -
EndNote %0 The Eurasia Proceedings of Educational and Social Sciences AUTOMATIC EXAM ATTENDANCE SYSTEM BASED ON ILLUMINATION INVARIANT FACE RECOGNITION %A Burçin ÖZMEN , Kamil YURTKAN %T AUTOMATIC EXAM ATTENDANCE SYSTEM BASED ON ILLUMINATION INVARIANT FACE RECOGNITION %D 2015 %J The Eurasia Proceedings of Educational and Social Sciences %P -2587-1730 %V 2 %N %R %U
ISNAD ÖZMEN, Burçin , YURTKAN, Kamil . "AUTOMATIC EXAM ATTENDANCE SYSTEM BASED ON ILLUMINATION INVARIANT FACE RECOGNITION". The Eurasia Proceedings of Educational and Social Sciences 2 / (Eylül 2015): 139-143 .
AMA ÖZMEN B , YURTKAN K . AUTOMATIC EXAM ATTENDANCE SYSTEM BASED ON ILLUMINATION INVARIANT FACE RECOGNITION. EPESS. 2015; 2: 139-143.
Vancouver ÖZMEN B , YURTKAN K . AUTOMATIC EXAM ATTENDANCE SYSTEM BASED ON ILLUMINATION INVARIANT FACE RECOGNITION. The Eurasia Proceedings of Educational and Social Sciences. 2015; 2: 143-139.