Image Processing: Capturing Student Attendance Data

Authors

  • Hendra - Kurniawan IBI Darmajaya
  • Melda Agarina Lecturer, Department of Computer Scince, IIB Darmajaya
  • Suhendro Yusuf Irianto Lecturer, Department of Computer Scince, IIB Darmajaya

DOI:

https://doi.org/10.24297/ijct.v16i7.6390

Keywords:

Attendance List, Image Processing, Attendance List Image using LVQ

Abstract

Role of the student attendance record is very important in the primary, secondary, and tertiary education. The purpose of this record is monitoring student activity in the teaching and learning process and regarded as one of the important learning assessments. Moreover, a data processing for recording the student attendance is currently done in various ways such as fingerprint, radio frequent identification (RFID), facial recognition system, android-based application, and others. However, many conventional ways (i.e., using paper-based system) are still used, especially in Indonesia. This is because several universities still rarely have enough funds for developing innovative systems. In this research, the image processing application for capturing student attendance data was built. The objective of this research was to provide an efficient alternative to monitor student activities in teaching and learning process. The image processing produced the information related to student attendance by scanning the attendance file through jpg/jpeg using learning vector quantization (LVG) as the process model.

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References

Budianita. Elvia. 2013. œPenerapan Learning Vector Quantization (LVQ) untuk Klasifikasi Status Gizi Anak, Tesis, Jurusan Ilmu Komputer

Universitas Gajah Mada.

URL : http://www.ittelkom.ac.id/library/index.php?option=com_content&view=article&id=383:citradigital

Fausset, L.V. 1994. Fundamentals of Neural Network: Arsitecture, Algorithm, and Aplication. New Jersey : Prentice-Hall.

Sachs Jonathan. œDigital Image Basics, http://www.dl-c.com/basics.pdf , Agustus 2009.

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Published

2017-10-25

How to Cite

Kurniawan, H. .-., Agarina, M., & Irianto, S. Y. (2017). Image Processing: Capturing Student Attendance Data. INTERNATIONAL JOURNAL OF COMPUTERS &Amp; TECHNOLOGY, 16(7), 7002–7009. https://doi.org/10.24297/ijct.v16i7.6390

Issue

Section

Research Articles