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Proceedings Paper

Deferred discrimination algorithm (nibbling) for target filter management
Author(s): H. John Caulfield; John L. Johnson
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Paper Abstract

A new method of classifying objects is presented. Rather than trying to form the classifier in one step or in one training algorithm, it is done in a series of small steps, or nibbles. This leads to an efficient and versatile system that is trained in series with single one-shot examples but applied in parallel, is implemented with single layer perceptrons, yet maintains its fully sequential hierarchical structure. Based on the nibbling algorithm, a basic new method of target reference filter management is described.

Paper Details

Date Published: 27 July 1999
PDF: 7 pages
Proc. SPIE 3720, Signal Processing, Sensor Fusion, and Target Recognition VIII, (27 July 1999); doi: 10.1117/12.357149
Show Author Affiliations
H. John Caulfield, Fisk Univ. (United States)
John L. Johnson, U.S. Army Aviation and Missile Command (Germany)

Published in SPIE Proceedings Vol. 3720:
Signal Processing, Sensor Fusion, and Target Recognition VIII
Ivan Kadar, Editor(s)

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