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 90
- Downloads 0
Finite Element Analysis and Experimentation of Carbon Fibre Chain Drive
Chain drives are most important systems used in industry to carry the products and to transmit the power. But limitation is the chain drive suffers premature elongation due to wear and so that the costs of production wil...
Passive Viscoelastic Constrained Layer Damping for Beams
Beam is basic components in industrial structural design whose damping properties are often very important to reduce vibration. Viscoelastic materials are generally polymers; there is enormous variability in the composit...
Design and Performance Evaluation of Solar Liquid Desiccant System
Human comfortness is essential now a day because of the improvement in life style and increasing atmospheric temperature. Electrical air conditioning machines are not most suitable for large buildings because of the high...
The Effect on the Properties of Aerated Concrete Developed by Partially Replacing Cement with Flyash and Fine Aggregate with Rubber Powder
Aerated concrete is either a cement or lime mortar, classified as light weight concrete, in which air-voids are entrapped in the mortar matrix with the aid of suitable air entraining agent. Aerated concrete is relatively...
On Triangular Sum Labeling of Graphs
Let G = (V,E) be a (p, q)-graph. A graph G is said to admit a triangular sum labeling, if its vertices can be labeled by non-negative integers so that the values on the edges, obtained as the sum of the labels of their e...