SBIR/STTR Research Award
Deep Learning with Whole-Scene Contextual Reasoning for Target Characterization
Award amount
$999,947Program and phase
STTR · Phase IIAward year
2017Award details
- Awarding agency
- Department of Defense
- Branch
- Missile Defense Agency
- Recipient company
- EXOANALYTIC SOLUTIONS INC
- Proposal award date
- 2017-08-09
- Contract end date
- 2019-08-09
- UEI
- DGB4YJSKHM25
- Solicitation number
- 2015.0
- Topic code
- MDA15-T001
Research abstract
ExoAnalytic Solutions is developing DEEPR (Deep Learning with Whole-Scene Contextual Reasoning for Object Characterization), an advanced multi-sensor multi-object classifier for integrated object characterization. The overall objective of DEEPR is to develop a suite of advanced, novel techniques that combine innovative advances in deep, hierarchical machine learning together with recurrent Deep Learning Neural Network (DNN) methods for sensor fusion, along with Dynamic and Multi-Entity Bayesian Networks (DBNs and MEBNs) for whole-scene and contextual reasoning. Approved for Public Release | 17-MDA-9219 (31 May 17)
Technology keywords
Not reported
Other awards by this recipient
Verified by the same UEI. These are other public SBIR/STTR award pages, not a merged company record.
- Dynamic Re-entry Impact Forecasting Tool
- FATES Phase II
- Lucius: Generative Network for Continuous Situational Awareness and Reliable Insight in Dynamic, High-Stakes Operational Environments
- Datavolume Intrinsic Characteristics Evaluation to Gauge AI and ML Enhancements (DICE GAME)
- InterceptAI: Adaptive Defense in Dynamic Warfare
Awards with the same topic code
Verified by an exact topic code match. This is not a text-similarity match.
- CONTEXTUAL REASONING FOR OBJECT IDENTIFICATION
- Robust Classification through Deep Learning and Dynamic Multi-Entity Bayesian Reasoning
- Interactive Sensor Fusion for Context-Aware Discrimination
- Deep Inference and Fusion Framework Utilizing Supporting Evidence (DIFFUSE)
- Contextual Reasoning for Object Identification
Research funding history
51 SBIR/STTR records share this UEI (2010–2025). Reported award amounts total $26,378,028. Reported amounts are not federal obligations.
Phases: Phase I, Phase II, Phase II – Direct to Phase II
Agencies: Department of Defense
Contractor profile
Historical federal award activity, when published, is on that contractor profile. Matched by UEI only.
Agency intelligence
NAICS intelligence
This classification comes from the contractor profile, not from the SBIR award record.