AHOCR: A System for Offline Arabic Handwriting Recognition

Award Information
Agency:
Department of Defense
Branch
Army
Amount:
$119,722.00
Award Year:
2007
Program:
SBIR
Phase:
Phase I
Contract:
W15P7T-08-C-L201
Agency Tracking Number:
A072-095-1282
Solicitation Year:
2007
Solicitation Topic Code:
A07-095
Solicitation Number:
2007.2
Small Business Information
APPLIED MEDIA ANALYSIS, INC.
387 Technology Drive, Suite 2101, College Park, MD, 20742
Hubzone Owned:
Y
Socially and Economically Disadvantaged:
N
Woman Owned:
N
Duns:
192749666
Principal Investigator:
Huiping Li
CTO
(301) 405-8574
huiping@appliedmediaanalysis.com
Business Contact:
David Doermann
President
(301) 405-8574
doermann@appliedmediaanalysis.com
Research Institution:
n/a
Abstract
For this SBIR Applied Media Analysis, Inc. is teamed with researchers at the University of Buffalo (SUNY Buffalo) to address the challenges of Arabic handwriting Optical Character Recognition (AHOCR). The proposed approach leverages our previous experience developing MATES, a Multilingual Automatic Translation Engine for Signs (and documents), supported in part by the Army Research Laboratory (ARL). It will significantly extend our Mobile Arabic OCR capability to handle the handwriting. The system will be comprised of software modules including handwritten text extraction, preprocessing, segmentation, classification, post processing and evaluation. In this proposal we will focus on the underlying algorithms, rather then retargetablity, and our strategy will explore probabilistic methods that are independent of the writing style. These probabilistic methods have not previously been applied to Arabic handwriting recognition and advance the frontiers of document analysis in general, in addition to being ideally suited to the domains where the quality of documents is often less than ideal. We will demonstrate technical feasibility by testing the system on several Arabic handwriting collections, previously used in the community.

* information listed above is at the time of submission.

Agency Micro-sites

US Flag An Official Website of the United States Government