System for Eliminating or Reducing Exemplar Noise Effects (Serene)

Palmadesso, Peter J.; Antoniades, John A.; Baumback, Mark M.; Bowles, Jeffrey H.; Grossman, John M.

System for Eliminating or Reducing Exemplar Noise Effects (Serene)

Active / Technical Report | Accession Number: ADD018900 | Open PDF

Abstract:

The Intelligent Hypersensor Processing System IHPS is a system for the rapid detection of small, weak, or hidden objects, substances, or patterns embedded in complex backgrounds, providing fast adaptive processing for demixing and recognizing patterns or signatures in data provided by certain types of hypersensors. SERENE introduces an improved noise reduction algorithm useful on systems which use hypersensors such as IHPS, or other systems which use sensors which are hyper or multi spectral. The SERENE technique may be employed through out the Learning Module Processor pipelining and further processes the data stream to filter intrinsic and extrinsic noise, and minimize exemplar noise effects in the exemplar set. This system represents an alternative to prior systems for hidden object detection by solving the problems encountered when attempting to detect hidden objectstargets in dynamic scenarios at real-time.

Author(s):

Palmadesso, Peter J. ; Antoniades, John A. ; Baumback, Mark M. ; Bowles, Jeffrey H. ; Grossman, John M.

Author Organization(s):

DEPARTMENT OF THE NAVY WASHINGTON DC

Descriptive Note:

Patent application, filed 12 Mar 98

Pagination:

0036

Security Markings

DOCUMENT & CONTEXTUAL SUMMARY

Distribution:

Approved For Public Release

RECORD

Collection: TR

Identifying Numbers

Report Number(s):

PAT-APPL-038 925

Monitor Series:

NAVEXOS

Subject Terms

Joint Capability Areas:

JCA_6.3.3_Spectrum Management; JCA_5_Command and Control; JCA_6_Net Centric; JCA_6.3_Net Management; JCA_5.4_Decide; JCA_5.3_Planning; JCA_1_Force Support; JCA_1.3_Human Capital Management; JCA_5.2.2_Develop Knowledge and Situational Awareness; JCA_5.2_Understand; JCA_1.3.2_Personnel Management

Modernization Areas:

Fully Networked C3

Communities of Interest:

Materials and Manufacturing Processes

Descriptor(s):

*SIGNAL PROCESSING, *PATENT APPLICATIONS, *NOISE REDUCTION, ALGORITHMS, ADAPTIVE CONTROL SYSTEMS, TARGET SIGNATURES, REAL TIME, SIGNAL TO NOISE RATIO, AUTOCORRELATION, LEARNING MACHINES, PATTERN RECOGNITION, TARGET DETECTION, MULTISPECTRAL

Field(s)/Group(s):

Cybernetics

Keyword(s):

IHPS(INTELLIGENT HYPERSENSOR PROCESSING SYSTEM), SERENE COMPUTER PROGRAM

Report Date:

1998 Mar 12

Creation Date:

1998 Jul 22