An Enhanced Face Recognition Using Modified Feature Extarction and Sparese Representation
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 6
Abstract
Face recognition system is put-fourth a significant challenge to the pattern recognition researchers. Generally human faces are very similar in structure which is difficult to differentiate. Change of facial expression, pose variation and change of lighting condition makes face recognition more difficult. Recent research shows that sparse representation is successfully used in face recognition problems. Local features extractions have been done in past using statistical feature like Local Binary Pattern (LBP). This paper proposed an adaptive method for face recognition which uses LBP in combination with sparse representation for vigorous face recognition. We also proposed modified feature extraction method to avoid face misalignment. Face recognition model is implemented in MATLAB software. Widespread testing of the proposed model is done using AR database. Result analysis on the AR database shows that proposed model is good performing compared to stat-of-art methods.
Authors and Affiliations
Aadhya Dani, Kapil Nagwanshi
Keywords
Related Articles
- EP ID EP20979
- DOI -
- Views 274
- Downloads 5
An IOT Enabled Smart Inverter
Inverters and routers are commonly found in most households applications in today’s life. However this work we discuss the implementation of a IOT enabled smart inverter i.e. a solar charged inverter that uses Wi-Fi tec...
A Survey About MANET
Our aim in this paper to take a survey about MANET. That is by collecting the information of transmission capacity and packet delivery delay in mobile ad hoc networks. In order to achieve the fundamental understanding o...
Threads in Operating System
This paper basically deals with threads used in an operating system. We have focused on the working and the ways of multithreaded system, how they are used to write a program in an efficient and effective way. The first...
Wireless Power Transfer Using Metamaterials and Array of Coupled Resonators
In this article, we will report some recent progress on wireless power transfer (WPT) based on resonant coupling. Two major technologies will be discussed: the use of metamaterials, and array of coupled resonators. With...
Searching Relevant Documents from Large Volume of Unstructured Database
In large organizations managing of data is very tedious task. these includes unstructured data such as images,videos,MP3 files, emails etc. The central aspect of research is to identify right document from unstructured...