Multi-Temporal Classification Of Remote Sensed Data In Image Processors With A Pipeline Architecture

J. M. Rebordao; M. C. Proenca

doi:10.1117/12.952630

5 April 1989 Multi-Temporal Classification Of Remote Sensed Data In Image Processors With A Pipeline Architecture

J. M. Rebordao, M. C. Proenca

Proceedings Volume 1075, Digital Image Processing Applications; (1989) https://doi.org/10.1117/12.952630
Event: OE/LASE '89, 1989, Los Angeles, CA, United States

Abstract

Hierarchical classifiers are discussed and a new implementation in digital image processors with a pipeline architecture is presented. This implementation makes optimal use of the different layers of look up tables that generally exist in all machines with this architecture. Classification can be considered to occur at almost real time, as far as the unit structure of the tree associated to the classifier is concerned. As the hierarchical classifier makes optimal use of all the information available, fast decision rules can be applied in most of the nodes, thus reducing considerably the overall computational burden. An example is provided in the context of classification of multi-temporal remote sensed data. To apply the technique, the evaluation of the features must have been done previously.

Citation Download Citation

J. M. Rebordao and M. C. Proenca "Multi-Temporal Classification Of Remote Sensed Data In Image Processors With A Pipeline Architecture", Proc. SPIE 1075, Digital Image Processing Applications, (5 April 1989); https://doi.org/10.1117/12.952630

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
18 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Image processing

Digital image processing

Digital imaging

Image classification

Visualization

Data modeling

Surface plasmons

Show All Keywords

Keywords/Phrases

Search In:

Publication Years