Multi Spectral Image Classification Method with Selection of Independent Spectral Features through Correlation Analysis

Abstract

Multi spectral image classification method with selection processes of independent spectral features through correlation analysis is proposed. The proposed method is validated by applying to the polarimetric Synthetic Aperture Radar: SAR data. Also Probability Distribution Function: PDF for of features are checked and confirmed the most independent PDF allows greatest classification performance.

Authors and Affiliations

Kohei Arai

Keywords

Related Articles

 Comparative Analysis of Improved Cuckoo Search(ICS) Algorithm and Artificial Bee Colony (ABC) Algorithm on Continuous Optimization Problems

 This work is related on two well-known algorithm, Improved Cuckoo Search and Artificial Bee Colony Algorithm which are inspired from nature. Improved Cuckoo Search (ICS) algorithm is based on Lévy flight and behavi...

 Static Gesture Recognition Combining Graph and Appearance Features

 In this paper we propose the combination of graph-based characteristics and appearance-based descriptors such as detected edges for modeling static gestures. Initially we convolve the original image with a Gaussian...

Visual Working Efficiency Analysis Method of Cockpit Based On ANN

The Artificial Neural Networks method is applied on visual working efficiency of cockpit. A Self-Organizing Map (SOM) network is demonstrated selecting material with near properties. Then a Back-Propagation (BP) network...

 Enterprise Architecture Model that Enables to Search for Patterns of Statistical Information

 Enterprise architecture is the stem from which developing of any departmental information system should grow and around which it should revolve. In the paper, a fragment of an enterprise architecture model is built...

3D Skeleton model derived from Kinect Depth Sensor Camera and its application to walking style quality evaluations

Feature extraction for gait recognition has been created widely. The ancestor for this task is divided into two parts, model based and free-model based. Model-based approaches obtain a set of static or dynamic skeleton p...

Download PDF file
  • EP ID EP135944
  • DOI -
  • Views 99
  • Downloads 0

How To Cite

Kohei Arai (2013). Multi Spectral Image Classification Method with Selection of Independent Spectral Features through Correlation Analysis. International Journal of Advanced Research in Artificial Intelligence(IJARAI), 2(8), 21-27. https://europub.co.uk/articles/-A-135944