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Dismount Tracking in Urban Scenes

Award Information

Agency:
Department of Defense
Branch:
Defense Advanced Research Projects Agency
Award ID:
91759
Program Year/Program:
2009 / SBIR
Agency Tracking Number:
08SB2-0515
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
ObjectVideo
11600 Sunrise Valley Drive Suite # 210 Reston, VA 20191-
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 2009
Title: Dismount Tracking in Urban Scenes
Agency / Branch: DOD / DARPA
Contract: W31P4Q-09-C-0173
Award Amount: $98,987.00
 

Abstract:

This SBIR Phase I project will demonstrate the feasibility and effectiveness of novel statistical models and deferred inference based techniques for robust detection and tracking of small targets in low spatial-resolution and frame-rate aerial videos. The key innovations in this effort include i) Bernoulli variable based statistical target detection framework that detects small targets by jointly modeling spatio-temporal properties of scene background and sensor geometry, ii) efficient multi-frame multi-target tracking algorithm that explicitly models common dismount tracking scenarios such as, track initiations and terminations, occlusions, target interactions, grouping behaviors, and noisy detections in a single optimization framework, and iii) forensic analysis system that enables the analysts to nominate a target of interest and efficiently determine its trajectory, the targets and objects that it interacts with, the trajectories of interacting targets, and the locations and times of interactions. The project will also benefit from ObjectVideo's ongoing research activities on context based reasoning for false alarm reduction, context extraction, parallax modeling, and target detection in compressed aerial videos. The Phase I effort will include: development of proposed detection and tracking algorithms to enable the proposed forensic analysis system, demonstration of proof of concept, and quantitative evaluation of the proposed technologies.

Principal Investigator:

Khurram Hassan-Shafique
Principal Investigator
7036549300
kshafique@objectvideo.com

Business Contact:

Paul Brewer
VP, New Technology
7036549314
pbrewer@objectvideo.com
Small Business Information at Submission:

OBJECTVIDEO
11600 Sunrise Valley Drive Suite # 290 Reston, VA 20191

EIN/Tax ID: 541969286
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No