Optimal combination of classification algorithms and feature ranking methods for object-based classification of submeter resolution Z/I-Imaging DMC imagery

Optimal combination of classification algorithms and feature ranking methods for object-based classification of submeter resolution Z/I-Imaging DMC imagery

Object-based image analysis allows several different features to be calculated for the resulting objects. However, a large number of features means longer computing times and might even result in a loss of classification accuracy. In this study, we use four feature ranking methods (maximum correlati...

Full description

Saved in:
Bibliographic Details
Main Author: Canovas Garcia, F. (author)
Other Authors: Alonso, F. (author)
Format: article
Published: 2017
Subjects:
Classification
Feature selection
Hughes effect
Object-based image analysis
Photogrammetric camera
Random forest
Online Access:http://dspace.utpl.edu.ec/handle/123456789/18995
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://dspace.utpl.edu.ec/handle/123456789/18995

Similar Items