JOURNAL ARTICLE

<title>Multiresolution target discrimination during image formation</title>

Lance KaplanSeung-Mok OhJames H. McClellan

Year: 2000 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 4053 Pages: 239-250   Publisher: SPIE

Abstract

This paper presents a novel scheme to detect and discriminate landmines from other clutter objects during the image formation process for ultra-wideband (UWB) synthetic aperture radar (SAR) systems. By identifying likely regions containing the targets of interest, i.e., landmines, it is possible to speed up the overall formation time by pruning the processing to resolve regions that do not contain targets. The image formation algorithm is a multiscale approximation to standard backprojection known as the quadtree that uses a 'divide-and- conquer' strategy. The intermediate quadtree data admits multiresolution representations of the scene, and we develop a contrast statistic to discriminate structured/diffuse regions and an aperture diversity statistic to discriminate between regions containing mines and desert scrub. The potential advantages of this technique are illustrated using data collected at Yuma, AZ by the ARL BoomSAR system.

Keywords:
Clutter Quadtree Synthetic aperture radar Artificial intelligence Computer science Computer vision Discriminative model Image (mathematics) Statistic Pruning Pattern recognition (psychology) Radar Mathematics Telecommunications Statistics

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.17
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Geophysical Methods and Applications
Physical Sciences →  Engineering →  Ocean Engineering
Advanced SAR Imaging Techniques
Physical Sciences →  Engineering →  Aerospace Engineering

Related Documents

JOURNAL ARTICLE

<title>Multiresolution FOPEN SAR image formation</title>

R.C. DiPietroRonald L. FanteR. P. PerryM. SoumekhLaurens D. Tromp

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1999 Vol: 3721 Pages: 170-188
JOURNAL ARTICLE

<title>Flexible histograms: a multiresolution target discrimination model</title>

Jeremy S. De BonetPaul ViolaJohn W. Fisher

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1998 Vol: 3371 Pages: 519-530
JOURNAL ARTICLE

<title>Multiresolution binary image embedding</title>

Ping Wah Wong

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 2003 Vol: 5020 Pages: 423-429
JOURNAL ARTICLE

<title>Target detection during image formation for ultrawideband radar</title>

Lance KaplanSeung-Mok OhJames H. McClellanRomain MurenziKamesh Namuduri

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 1999 Vol: 3810 Pages: 106-117
JOURNAL ARTICLE

<title>Multiresolution image retrieval through fusion</title>

Vladimir NikulinGeorge Bebis

Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Year: 2003 Vol: 5307 Pages: 377-387
© 2026 ScienceGate Book Chapters — All rights reserved.