A Review on Pattern Recognition Using Genetic Algorithms

Abstract

Pattern recognition is a process to classify types of objects appearing in the input pattern. In computer science pattern recognition is the imposition of identity on input data, such as speech, images, or a stream of text, by the recognition and delineation of patterns it contains and their relationships. In this paper, pattern recognition is applied in Fingerprint Recognition system, face recognition system and lastly Speech recognition system. Efficient genetic algorithms are applied in recognizing fingerprints, face detection and recognition and speech recognition and they are compared with traditional methods for their efficiency. In this paper Section 1 gives the introduction to pattern recognition system. Section 2 describes various traditional and genetic algorithms techniques applied to Fingerprint Recognition System, Face Recognition System and Speech recognition System. Section 3 concludes the use of genetic algorithms over traditional techniques for pattern recognition system

Authors and Affiliations

Manpreet Kaur

Keywords

Related Articles

Prevalence and Laboratory Profile of Dengue Viral Infection

Dengue infection is an emerging disease and is a major health problem in our country. Globally the incidence of dengue has increased in the recent years. The WHO estimates that presently about two fifths of the world pop...

Dual Sentiment Analysis with Three-Stage Model for Complex Polarity Shift Patterns with Two Sides of One Review

Sentiment classification is a unique process of text categorization whose objective is to categorize a text related to the sentimental polarities of opinions it consists of constructive or adverse, positive or negative....

Experimental Investigation of the Performance of the WCDMA Link Based on Monte Carlo Simulation Using Vector Signal Transceiver VST 5644

WCDMA is wideband digital cellular technology used for third Generation (3G) cellular communication. This paper evaluates experimentally the performance of wideband code division multiple access (WCDMA) by using the Mont...

Wire electrode diameter effect on cutting speed,inWEDM of varying height Inconel-718

The wire electrical discharge machine is replacing the conventional machines at very fast rate. There is hardly any conductive and newly developed super alloy which cannot be machined by WEDM. Greater acc...

Roll of Total Quality Management & Organizational Learning

Total quality management is frequently considered to be a means for achieving competitive advantage. small businesses have several Statistical limitations when they implement quality practices. However, total quality pra...

Download PDF file
  • EP ID EP245348
  • DOI -
  • Views 127
  • Downloads 0

How To Cite

Manpreet Kaur (2017). A Review on Pattern Recognition Using Genetic Algorithms. International journal of Emerging Trends in Science and Technology, 4(5), 5213-5213. https://europub.co.uk/articles/-A-245348