Biometrics Based Time Attendance System using Face Recognition Algorithm
Journal Title: GRD Journal for Engineering - Year 2018, Vol 3, Issue 0
Abstract
Face Recognition begins with extracting the coordinates of features such as width of mouth, width of eyes, pupil, and compare the result with the measurements stored inthe database and return the closest record (facial metrics).Nowadays, there are a lot of face recognition techniques and algorithms found and developed around the world. Facial recognition becomes an interesting research topic. It is proven by numerous number of published papers related with facial recognition including facial feature extraction, facial algorithm improvements, and facial recognition implementations. Main purposes of this research are to get the best facial recognition algorithm (Eigenface and Fisherface) provided by the Open CV 2.4.8 by comparing the ROC (Receiver Operating Characteristics) curve and implement it in the attendance system as the main case study. Based on the experiments, the ROC curve proves that using the current training set, Eigenface achieves better result than Fisherface. Eigenface implemented inside the Attendance System returns between 70% to 90% similarity for genuine face images.
Authors and Affiliations
R. Tharani
Keywords
Related Articles
- EP ID EP295382
- DOI -
- Views 116
- Downloads 0
Comparison of SBS, Crumbled Rubber and Zycotherm on VG-20 Grade Bitumen
This paper presents the comparison between three modifiers used in bitumen. The commonly used SBS and Crumbled Rubber has been compared against Zycotherm, which is a new generation silane additive. The paper presents a c...
Well Optimized GPSR Routing Protocol for VANET
The Vehicular Ad-Hoc Network, or VANET, is a technology that uses moves cars as nodes in a network to create a mobile network. VANET turns every participating car into a wireless router or node, allowing cars approximate...
OEE - A Tool to Measure the Effectiveness of TPM Implementation in Industries - A Review
This paper aims to study the measurement of effectiveness of TPM implementation in manufacturing and service industries. Here an attempt was made to discuss the previous literature related to the TPM implementation and O...
Rich Internet Application for Weekly Automatic College Time Table Generation
The manual system of preparing time table in colleges with large number of students is very time consuming and usually ends up with various classes clashing either at same room or with same teachers having more than one...
Seismic Performance Evaluation of Setback Building with Open Ground storey
This study investigates the performance of the setback building with open ground storey using nonlinear static pushover analysis. Such type of building possess vertical geometric and mass irregularity as well as stiffnes...