Information theoretic SAR boundary detection with user interaction

Can Demirkesen; Uğur Murat Leloğlu

doi:10.1117/12.2194942

15 October 2015 Information theoretic SAR boundary detection with user interaction

Proceedings Volume 9643, Image and Signal Processing for Remote Sensing XXI; 964319 (2015) https://doi.org/10.1117/12.2194942
Event: SPIE Remote Sensing, 2015, Toulouse, France

Abstract

Detection of region boundaries is a very challenging task especially in the presence of noise or speckle as in synthetic aperture radar images. In this work, we propose a user interaction based boundary detection technique which makes use of B-splines and well-known powerful tools of information theory such as the Kullback-Leibler divergence (KLD) and Bhattacharyya distance. The proposed architecture consists of the following four main steps: (1) The user selects points inside and outside of a region. (2) Profiles that link these inside and outside points are extracted. (3) Boundary points that lie on the profile are located. (4) Finally, the B-splines that provide both elasticity and smoothness are used connect boundary points together to obtain an accurate estimate of the actual boundary. Existing work related to this approach are extended in several axes. First the use of multiple points both inside and outside of a region made possible to obtain a few times more boundary points. A tracking stage is proposed to put the boundary points in the right order and at the same time eliminate some of them that are erroneously detected as boundary points as well. Experiments were conducted using simulated and real SAR images.

Citation Download Citation

Can Demirkesen and Uğur Murat Leloğlu "Information theoretic SAR boundary detection with user interaction", Proc. SPIE 9643, Image and Signal Processing for Remote Sensing XXI, 964319 (15 October 2015); https://doi.org/10.1117/12.2194942

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
10 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Synthetic aperture radar

Distance measurement

Device simulation

Speckle

Information theory

Image segmentation

Edge detection

Show All Keywords

Keywords/Phrases

Search In:

Publication Years