A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

Dubé, Monique G.; Duro, Dennis C.; Franklin, Steven E.

doi:10.1016/j.rse.2011.11.020

Record: found
Abstract: not found
Article: not found

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

Author(s): Dennis C. Duro , Steven E. Franklin , Monique G. Dubé

Publication date Created: March 2012

Publication date (Print): March 2012

Journal: Remote Sensing of Environment

Publisher: Elsevier BV

Read this article at

ScienceOpenPublisher

Bookmark

There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

Related collections

Most cited references 42

Record: found
Abstract: not found
Article: not found

Object based image analysis for remote sensing

T F Blaschke (2010)

0 comments Cited 772 times – based on 0 reviews      Review now

Bookmark

Record: found
Abstract: not found
Article: not found

Random forest classifier for remote sensing classification

M. Pal (2005)

0 comments Cited 490 times – based on 0 reviews      Review now

Bookmark

Record: found
Abstract: not found
Article: not found

THE ECOLOGY OF INTERFACES:Riparian Zones

Robert J. Naiman and, Henri Décamps (1997)

0 comments Cited 488 times – based on 0 reviews      Review now

Bookmark

All references

Author and article information

Journal

Title: Remote Sensing of Environment

Abbreviated Title: Remote Sensing of Environment

Publisher: Elsevier BV

ISSN (Print): 00344257

Publication date Created: March 2012

Publication date (Print): March 2012

Volume: 118

Issue:

Pages: 259-272

Article

DOI: 10.1016/j.rse.2011.11.020

SO-VID: cc7f1d79-3c83-4fd2-969b-9f0df5e79bdc

License:

http://www.elsevier.com/tdm/userlicense/1.0/

History

Data availability:

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

Read this article at

Related collections

Music and Mental Imagery

Most cited references 42

Object based image analysis for remote sensing

Random forest classifier for remote sensing classification

THE ECOLOGY OF INTERFACES:Riparian Zones

Author and article information

Journal

Article

History

Comments

Comment on this article

Similar content 2,447

Cited by 188

Most referenced authors 661