A Review on Pattern Recognition Using Genetic Algorithms
Journal Title: International journal of Emerging Trends in Science and Technology - Year 2017, Vol 4, Issue 5
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
- EP ID EP245348
- DOI -
- Views 115
- Downloads 0
Performance of DSTATCOM in Conjunction with DG Operation for Power - Quality Improvement
With the increase in the use of renewable sources, application of Distributed Generation in the distribution system has acquired more attention. Distributed Generation has become increasingly more accepted since the dema...
Similar Characteristics of Fibrillar form of β-Amyloid Peptide Fractions from Mice Brain affected by Systemic Amyloidosis
Enhanced expression of amyloid β-peptide (Aβ) and deposition is the main causative factor in Alzheimer’s disease (AD). Factors that lead to the genesis of accumulation and toxicity of Aβs are yet to be identified. While...
Motivating Students Facing Science Education (Motivation des Elèves Face à l’Enseignement Scientifique)
This study focuses on the contribution that can have a job on the instructions in motivating students to scientific common trunk (TCS). The lack of student motivation is a problem frequently encountered in class. The cau...
Planning, Scheduling and Delay Analysis of Construction Project
Construction planning and scheduling is an important tool in a construction project. In every construction project a lot of activities are involved which need to be planned and scheduled properly to ensure the successful...
A Survey of Clustering Algorithms for Traffic Classification
Network traffic in the world wide is predicted to increase every year double the times. So, traffic occurs in the network. To manage a network traffic classification is necessary because of increasing number of users and...