Image Based Face Detection Using Probabilistic Neural Network
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 8
Abstract
This paper presents an image based face detection using probabilistic neural network. The purpose is to localize and extract the face region from the background that will be fed into the face recognition system for identification. General preprocessing approach was used for normalizing the image and a Probabilistic Neural Network (PNN) was used to distinguish between face and non-face images. Probabilistic neural networks can be used for classification problems. The performance of the PNN face detection system will be based on the detection rate, False Acceptance Rate (FAR) and the False Rejection Rate (FRR) criteria.
Authors and Affiliations
K. A. A. Aziz, N. M. Z. Hashim, W. N. A. W. Mazlan
Keywords
Related Articles
- EP ID EP18568
- DOI -
- Views 474
- Downloads 21
A Study On Near Data Processing
This paper helps to understand the basics of Near Data Processing. Systems accessing big data need huge memory storage which results in quality less performance and high cost hence the term Near Data Processing emerged....
Design of EBG Superstrate to Improve the Performance of Patch Antenna
The frequency selective surface (FSS) properties of a planar EBG unit cell due to meander variations are studied. The meander EBG unit cell has meander line inductors and inter digitated capacitors to provide FSS charac...
slugA Survey On Cognitive Radio
Cognitive radio (CR) has emerged as a promising technology to exploit the unused portions of spectrum in an opportunistic manner. The fixed spectrum allocation of governmental agencies results in unused portions of spec...
Anaerobic digestion of Municipal Solid biodegradable wastes for methane production:A Review
The untreated and undisposed municipal solid waste generated through different sources is a major concern of the world now-a-days. There are millions of tonnes of municipal solid waste produced every year and the amount...
A Study on Job Satisfaction of Employee at Greaves Cotton Limited
Employee job satisfaction plays an vital role in the organization. In organization the employees are satisfied and they will be recognized as a productive employee. The productive employee have many kinds of grievance r...