Title :
A survey of image classification methods and techniques
Author :
Nath, Siddhartha Sankar ; Kar, Jajnyaseni ; Mishra, Goutam ; Chakraborty, Shiladri ; Dey, Nilanjan
Author_Institution :
Dept. of CSE, JIS Coll. of Eng., Kalyani, India
Abstract :
In this paper, we review the current activity of image classification methodologies and techniques. Image classification is a complex process which depends upon various factors. Here, we discuss about the current techniques, problems as well as prospects of image classification. The main focus will be on advanced classification techniques which are used for improving classification accuracy. Additionally, some important issues relating to classification performance are also discussed.
Keywords :
image classification; support vector machines; SVM; classification accuracy improvement; image classification methods; Classification algorithms; Image classification; Remote sensing; Sensors; Support vector machines; Synthetic aperture radar; Training; Artificial Neural Network (ANN); Support Vector Machine (SVM); Synthetic Aperture Radar (SAR);
Conference_Titel :
Control, Instrumentation, Communication and Computational Technologies (ICCICCT), 2014 International Conference on
Conference_Location :
Kanyakumari
Print_ISBN :
978-1-4799-4191-9
DOI :
10.1109/ICCICCT.2014.6993023
