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Dismount Tracking in Urban Scenes

Award Information

Agency:
Department of Defense
Branch:
N/A
Award ID:
91759
Program Year/Program:
2010 / SBIR
Agency Tracking Number:
08SB2-0515
Solicitation Year:
2008
Solicitation Topic Code:
SB082-027
Solicitation Number:
2008.2
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 2
Fiscal Year: 2010
Title: Dismount Tracking in Urban Scenes
Agency: DOD
Contract: W31P4Q-10-C-0193
Award Amount: $749,881.00
 

Abstract:

This SBIR Phase II project will develop an advanced dismount activity analysis system that will utilize novel statistical models and non-causal techniques for robust dismount detection and tracking in low spatial resolution and frame-rate aerial videos. The key innovation in this effort is an integrated approach for dismount detection and tracking that explicitly models typical scenarios including low contrast and pixel resolution, clutter, occlusions, missed detections, complex target interactions, and grouping behaviors. In Phase I, we demonstrated the proof of this concept by developing core technologies that included i) Bernoulli variable based statistical target detection by jointly modeling spatio-temporal properties of scene background and sensor geometry, ii) deferred inference data association framework for interacting targets, iii) efficient algorithms for optimizing the data association problem, iv) modeling target interactions and grouping behavior for tracking, and v) a forensic video analysis tool for proof of concept. The Phase II effort will be focused towards refinement, advancement, and integration of these enabling technologies and will include development of new algorithms to handle the issues identified during Phase I, development of an integrated detection and tracking system, transitioning of technology and prototyping, and detailed quantitative and qualitative evaluation of the system and its components.

Principal Investigator:

Khurram Hassan-Shafique
Principal Investigator
(703) 654-9300
kshafique@objectvideo.com

Business Contact:

Paul Brewer
VP, New Technology
(703) 654-9314
pbrewer@objectvideo.com
Small Business Information at Submission:

ObjectVideo
11600 Sunrise Valley Drive Suite # 290 Reston, VA -

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