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Pattern Theory Extensions for Vector Quantization

Award Information

Agency:
Department of Defense
Branch:
Air Force
Award ID:
25903
Program Year/Program:
1994 / SBIR
Agency Tracking Number:
25903
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Frontier Technology, Inc.
75 Aero Camino, Suite A Goleta, CA 93117-3134
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Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 1994
Title: Pattern Theory Extensions for Vector Quantization
Agency / Branch: DOD / USAF
Contract: N/A
Award Amount: $80,315.00
 

Abstract:

Pattern Theory is an engineering theory of algorithm design which provides a robust characterization of all types of patterns. Given a problem description in terms of a truth table and a special measure of pattern-ness, called Decomposed Function Cardinality (DFC), the theory conjectures that the desired solution among a set of candidates is the one that possesses the lowest DFC. The proposed Phase I research program will extend Pattern Theory algorithms to handle more input parameters and multi-level outputs for vector quantization applications. Vector quantization is a block encoding scheme used frequently in digitized speech and image data compression. This effort will examine the feasibility and utility of Pattern Theory generated vector quantization encoders/decoders. Conventional vector quantization performs a distance calculation to accomplish the encoding process, Pattern Theory could replace this with a much faster look-up table approach. Vector quantization look-up tables using Pattern Theory are developed from training vector examples. Training examples are reproduced perfectly but Pattern Theory generated look-up tables have a power of generalization for non-trained examples. This property will be explored for other applications including automatic target recognition and aircraft corrosion categorization under the optional "bridge" task.

Principal Investigator:

Mr. Terry Keller
5134293302

Business Contact:

Small Business Information at Submission:

Frontier Technology, Inc.
4141 Col Glenn Hwy., Suite 140 Beavercreek, OH 45431

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