CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 3208 > Article
Paper
26 September 1997 Eigen-MINACE filters for detection and clutter rejection
Rajesh Shenoy, David P. Casasent
Author Affiliations +
Proceedings Volume 3208, Intelligent Robots and Computer Vision XVI: Algorithms, Techniques, Active Vision, and Materials Handling; (1997) https://doi.org/10.1117/12.290280
Event: Intelligent Systems and Advanced Manufacturing, 1997, Pittsburgh, PA, United States
Abstract
A new way of designing distortion-invariant filters for object detection is described. These filters are linear combinations of eigen-images of preprocessed training data. The joint preprocessing and eigen-image formulation leads to filters with good generalization, clutter rejection and object localization. Test results using these filters for synthetic aperture radar object detection are given. We show that with a systematic procedure to select filter parameters, a 100% detection rate with no false alarms can be obtained.
© (1997) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Rajesh Shenoy and David P. Casasent "Eigen-MINACE filters for detection and clutter rejection", Proc. SPIE 3208, Intelligent Robots and Computer Vision XVI: Algorithms, Techniques, Active Vision, and Materials Handling, (26 September 1997); https://doi.org/10.1117/12.290280
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
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
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Linear filtering
Synthetic aperture radar
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top