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Feature Detection of Man-Made Objects Using Fractal Dimension

Award Information

Agency:
Department of Defense
Branch:
Defense Advanced Research Projects Agency
Award ID:
32472
Program Year/Program:
1996 / SBIR
Agency Tracking Number:
32472
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
American GNC Corporation
888 Easy Street Simi Valley, CA 93065-
View profile »
Woman-Owned: No
Minority-Owned: Yes
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 1996
Title: Feature Detection of Man-Made Objects Using Fractal Dimension
Agency / Branch: DOD / DARPA
Contract: N/A
Award Amount: $99,000.00
 

Abstract:

This project is intended to purpose a fractal dimension based object detection approach for man-made objects in the ultra-wideband foliage-penetrating (FOPEN) synthetic aperture radar (SAR) imagery. Since man-made objects are significantly different from natural ones from the point of view of fractal dimension, fractal dimension estimates can be used to characterize images and distinguish man-made objects from natural ones efficiently. In this project, natural scene and man-made object modeling with fractal geometric techniques will be pursued with an in-depth investigation of various fractal dimension definitions and their applicability to background characterization and object detection. Wavelet transforms will be utilized as the computational tools. Fractal dimension estimation algorithms will be implemented and compared. An object detection software which implements the fractal-based object detection algorithms will also be developed. In Phase II, the validated algorithms will be implemented in the hardware environment and verified through the prototype system.

Principal Investigator:

Ching-fang Lin
8184070092

Business Contact:

Small Business Information at Submission:

American Gnc Corp
9131 Mason Avenue Chatsworth, CA 91311

EIN/Tax ID:
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No