The Principal Component Analysis Method Based Descriptor for Visual Object Classification

Abstract

In the field of machine learning, which values / data labeling or recognition is done by pattern recognition. Visual object classification is an example of pattern recognition, which attempts prompt to assign each object to one of a given set of object classes.

Authors and Affiliations

Zühal Kurt| Mathematics - Computer Sciences Department, Eskişehir Osmangazi University, Eskişehir/Turkey, Kemal Özkan| Computer Engineering Department, Eskişehir Osmangazi University, Eskişehir/Turkey, Şahin Işık| Computer Engineering Department, Eskişehir Osmangazi University, Eskişehir/Turkey

Keywords

Related Articles

Development Of HealthCare System For Smart Hospital Based On UML and XML Technology

The convergence of information technology systems in health care system building is causing us to look at more effective integration of technologies. Facing increased competition, tighter spaces, staff retention and redu...

Classification of Wheat Types by Artificial Neural Network

In this study, the types of wheat seeds are classified using present data with artificial neural network (ANN) approach. Seven inputs, one hidden layer with 10 neurons and one output has been used for the ANN in our syst...

Avoiding Premature Convergence of Genetic Algorithm in Informational Retrieval Systems

Genetic algorithm is been adopted to implement information retrieval systems by many researchers to retrieve optimal document set based on user query. However, GA is been critiqued by premature convergence due to falling...

The Control of A Non-Linear Chaotic System Using Genetic and Particle Swarm Based On Optimization Algorithms

In this study, the control of a non-linear system was realized by using a linear system control strategy. According to the strategy and by using the controller coefficients, system outputs were controlled for all referen...

Download PDF file
  • EP ID EP779
  • DOI 10.18201/ijisae.08060
  • Views 445
  • Downloads 21

How To Cite

Zühal Kurt, Kemal Özkan, Şahin Işık (2015). The Principal Component Analysis Method Based Descriptor for Visual Object Classification. International Journal of Intelligent Systems and Applications in Engineering, 3(3), 97-100. https://europub.co.uk/articles/-A-779