Building Recognition by Function

Award Information
Agency:
Department of Defense
Amount:
$749,406.00
Program:
STTR
Contract:
W91CRB-10-C-0098
Solitcitation Year:
2008
Solicitation Number:
2008.A
Branch:
Defense Advanced Research Projects Agency
Award Year:
2010
Phase:
Phase II
Agency Tracking Number:
08ST1-0178
Solicitation Topic Code:
ST081-009
Small Business Information
Kitware
28 Corporate Drive, Clifton Park, NY, -
Hubzone Owned:
N
Woman Owned:
N
Socially and Economically Disadvantaged:
N
Duns:
010926207
Principal Investigator
 Anthony Hoogs
 Director of Computer Vision
 (518) 881-4910
 anthony.hoogs@kitware.com
Business Contact
 Yvette Fitzgerald
Title: Contracts Specialist
Phone: (518) 371-3971
Email: y.fitzgerald@kitware.com
Research Institution
 University of Pennsylvania
 Mark West
 220 South 33rd Street
107 Towne Building
Philadelphia, PA, 19104-
 (215) 898-3150
 Nonprofit college or university
Abstract
The goal of BLUE is to identify the function or purpose of buildings using persistant surveillance video such as Constant Hawk or Angel Fire. In Phase 1, we developed preliminary algorithms demonstrating that functional recognition of buildings and other scene elements such as parking spots and doorways is possible, using both supervised and unsupervised techniques to define functional models of building and scene element categories. On Phase 2 we plan to enhance the unsupervised method with elements of the supervised method; extend the set of track features; add comprehensive scene modeling to include relations between scene elements and buildlings; address outstanding research issues such as dealing with poor quality tracks; and test extensively on wide-area video. The resulting algorithms will be implemented in a prototype system integrated with our video processing framework, andsuitable for transitioning into operations.

* information listed above is at the time of submission.

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