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Automated Entity Classification in Video Using Soft Biometrics

Award Information

Agency:
Department of Defense
Branch:
Navy
Award ID:
87612
Program Year/Program:
2008 / SBIR
Agency Tracking Number:
N081-077-0647
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
ISCA Technologies, Inc.
1230 W. Spring Street PO Box 5266 Riverside, CA -
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 2008
Title: Automated Entity Classification in Video Using Soft Biometrics
Agency / Branch: DOD / NAVY
Contract: N00014-08-M-0194
Award Amount: $70,000.00
 

Abstract:

In this SBIR project we will develop an automated capability to quickly recognize and classify subjects in video imagery using soft biometrics. The system will have capability to translate video streams into probabilistic biometric metadata about the observed subjects (i.e. "With 82% confidence, subject is John Smith"). We intend to address both the accuracy and speed issues to produce a simple, intuitive and maintainable/upgradeable system which will allow real time and accurate searches of massive biometric archives. In essence our solutions will work by approximating the entire dataset in a small index which can be kept in main memory. At query time, this index is searched in milliseconds for an approximate answer, which is then confirmed by loading a small fraction of the original data from disk. A crucial observation is that if the index approximation has certain properties (the lower bounding lemma) we can guarantee that the result is the same one we would have gotten if we had done the slower brute force search. This system will allow for translation of descriptions of a person to a soft biometric metadata representation, allowing distributed and (possibly disparate) imagers to collaborate in inferring matches.

Principal Investigator:

Agenor Mafra-Neto
President
9516865008
president@iscatech.com

Business Contact:

Annlok Yap
Business Director
9516865008
annlok.yap@iscatech.com
Small Business Information at Submission:

ISCA TECHNOLOGIES, INC.
PO Box 5266 Riverside, CA 92517

EIN/Tax ID: 330732737
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No