Automated registration of sensor images based on object extraction

Hai-Hui Wang; Min-Jiang Chen

doi:10.1117/12.712997

28 October 2006 Automated registration of sensor images based on object extraction

Hai-Hui Wang, Min-Jiang Chen

Proceedings Volume 6419, Geoinformatics 2006: Remotely Sensed Data and Information; 64190W (2006) https://doi.org/10.1117/12.712997
Event: Geoinformatics 2006: GNSS and Integrated Geospatial Applications, 2006, Wuhan, China

Abstract

Automatic image registration is important for many multiframe-based image analysis applications. With an increasing number of images collected every day from different sensors, automated registration of multi-sensor/multi-spectral images has become an important issue. A wide range of registration techniques exists for different types of applications and data sources, however no algorithm is known that can accurately register multi-source images consistently. This research addresses this problem by investigating the development of a fully automatic registration system for remote sensing images. The development of this new automatic image registration method is based on the extraction and matching of common features that are visible in both images. The algorithm involves the following five steps: noise removal, edge extraction, edge linking pattern extraction and pattern matching.

Citation Download Citation

Hai-Hui Wang and Min-Jiang Chen "Automated registration of sensor images based on object extraction", Proc. SPIE 6419, Geoinformatics 2006: Remotely Sensed Data and Information, 64190W (28 October 2006); https://doi.org/10.1117/12.712997

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
5 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Image registration

Image processing

Sensors

Speckle

Remote sensing

Synthetic aperture radar

Earth observing sensors

Show All Keywords

Keywords/Phrases

Search In:

Publication Years