DocumentCode
1776281
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
fYear
2014
fDate
10-11 July 2014
Firstpage
554
Lastpage
557
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);
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Instrumentation, Communication and Computational Technologies (ICCICCT), 2014 International Conference on
Conference_Location
Kanyakumari
Print_ISBN
978-1-4799-4191-9
Type
conf
DOI
10.1109/ICCICCT.2014.6993023
Filename
6993023
Link To Document