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 507
- Downloads 21
Smart Ration Distribution System
Public distribution system is one kind of widely controversial offices that involves corruption and prohibited smuggling of goods. All this happens because every job in the ration shop involves manual work and there are...
Impact of Land use Change on Climatic Conditions
The changes in Land use have mostly occurred locally, regionally and globally over the last few decades and will carry on in the future as well. The increase in impervious surfaces has a major impact on rainfall and gro...
Composite Materials of Al-7075,TiB2,TiC Tensile strength and Rockwell Hardness Test
Composite material is a combination of two or more materials having compositional variations and depicting properties distinctively different from those of the individual materials of the composite. A composite mixture...
RBS Re-Parent Manager (RRPM)
This paper uses preemptive approach to avoid traffic congestion. With the exponential increase in the number of internet subscribers the data floating on the internet has increased 72x as compared to the internet traffi...
Sign Language Glove using Arduino
Communication between speakers and non-speakers of American Sign Language can be problematic, inconvenient, and expensive. This project attempts to bridge the communication gap by designing a portable glove that capture...