Application of the OpenCV-Python for Personal Identifier Statement

Work attendance is one of the processes that either large or small companies need to be involved with. To reduce the time-consuming and improve the reliability of such process, this work proposes an alternative solution by applying the combinations of image processing and Viola Jones algorithm on th...

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Vydáno v:2018 International Conference on Engineering, Applied Sciences, and Technology (ICEAST) s. 1 - 4
Hlavní autoři: Sriratana, Witsarut, Mukma, Suppakorn, Tammarugwattana, Narin, Sirisantisamrid, Kaset
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.07.2018
Témata:
Face
Face detection
Face recognition
facial detection
Image recognition
openCV-python
personal identifier
Radiofrequency identification
viola & jones algorithm
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Shrnutí:Work attendance is one of the processes that either large or small companies need to be involved with. To reduce the time-consuming and improve the reliability of such process, this work proposes an alternative solution by applying the combinations of image processing and Viola Jones algorithm on the facial-employee database. The facial detection and recognition system shows the high accuracy over 90%. The proposed process not only improves the efficiency of the work attendance in term of data-collecting and data-analyzing but also possibly prevents the cheating of appearance compared to the old-fashion processes e.g. signing-paper or Radio Frequency Identification (RFID).
DOI:10.1109/ICEAST.2018.8434429