Deep Learning-based Vehicle Tracking with Multiple Sensors

Award Information
Agency: Department of Transportation
Branch: N/A
Contract: 6913G618P800110
Agency Tracking Number: 180FH3005
Amount: $149,995.00
Phase: Phase I
Program: SBIR
Solicitation Topic Code: 180FH3
Solicitation Number: 6913G618QSBIR1
Timeline
Solicitation Year: 2018
Award Year: 2018
Award Start Date (Proposal Award Date): 2018-09-10
Award End Date (Contract End Date): 2019-03-09
Small Business Information
1845 West 205th Street, Torrance, CA, 90501-1821
DUNS: 153865951
HUBZone Owned: N
Woman Owned: N
Socially and Economically Disadvantaged: N
Principal Investigator
 Armen Gholian
 Research Scientist
 (310) 320-3088
 ATProposals@poc.com
Business Contact
 Gordon Drew
Title: Chief Financial Officer
Phone: (310) 320-3088
Email: gedrew@poc.com
Research Institution
N/A
Abstract
Deep Learning-based Vehicle Tracking with Multiple Sensors 3/19/2018 The DOT is seeking an integrated unit that is capable of identifying and tracking individual vehicles with high accuracy using multiple vehicle detection inputs, including video images, radar-based detection, and wireless signal inputs (including DSRC, cellular, Wi-Fi, and Bluetooth signals), with a deep learning-based engine to fuse the collected data. To address this DOT need, Physical Optics Corporation (POC) proposes to develop a new Deep Learning-based Vehicle Tracking with Multiple Sensors (DETRAM) system based on a deep learning engine. DETRAM uses multiple deep neural networks to extract intelligence from a diverse set of sensors and fuses information from this variety of signal sources at both feature-level and decision-level of the processing pipeline to identify and track individual vehicles under all environmental conditions with a precision that is unmatched by state-of-the-art systems that use a subset of these signal sources. During Phase I, POC will demonstrate DETRAM’s feasibility with a proof-of-concept design that will include a concept of operations, systems requirement, systems design, and data management platform. In Phase II, POC will develop a prototype to perform field operational tests of DETRAM in coordination with a state or local highway agency.

* Information listed above is at the time of submission. *

Agency Micro-sites

SBA logo
Department of Agriculture logo
Department of Commerce logo
Department of Defense logo
Department of Education logo
Department of Energy logo
Department of Health and Human Services logo
Department of Homeland Security logo
Department of Transportation logo
Environmental Protection Agency logo
National Aeronautics and Space Administration logo
National Science Foundation logo
US Flag An Official Website of the United States Government