Multi-int Multi-look 3D features Image Fusion with Machine Learning
ID: AF233-0015Type: BOTH
Overview

Topic

Multi-int Multi-look 3D features Image Fusion with Machine Learning

Agency

Department of DefenseN/A

Program

Type: SBIRPhase: BOTHYear: 2023

Topic Link

https://www.sbir.gov/node/2447919

Additional Information

https://www.defensesbirsttr.mil/
Timeline
  1. 1
    Release Aug 23, 2023 12:00 AM
  2. 2
    Open Sep 20, 2023 12:00 AM
  3. 3
    Next Submission Due Oct 18, 2023 12:00 AM
  4. 4
    Close Oct 18, 2023 12:00 AM
Description

The Department of Defense (DoD) is seeking proposals for the topic "Multi-int Multi-look 3D features Image Fusion with Machine Learning" as part of the SBIR 23.3 BAA. The objective of this solicitation is to develop novel, computationally efficient multi-int and multi-look fusion algorithms to improve the detection, classification, and recognition of uncooperative low resolution and occluded objects in urban and complex terrains. The technology will leverage modern sensors and machine learning algorithms to achieve these goals.

The project will be conducted in three phases. In Phase I, state-of-the-art solutions in feature extraction and object-level probability of detection/identification methods will be investigated. An architecture design concept for the Phase II algorithms will be developed, along with a complete description of the proposed algorithms. The Phase I report should include a demonstration of electro-optic, infrared, or radar data processing and low-level feature fusion from image data.

In Phase II, a functional algorithmic suite and operator interface will be developed and demonstrated using realistic sensor data. Measures of performance established in Phase I will be validated, and the project will be extended to include additional sensor modalities and operating conditions. The final report should document progress made and include requirements to sensors. Source code and data sets for all techniques developed under the contract will be delivered.

In Phase III, the developed system could be used in a broad range of military and civilian security applications, such as military operations in urban and complex terrain, search and rescue, firefighting, drug interdiction, law enforcement, and counter-terrorism operations. Commercial applications include remote sensing, industrial development and operations, traffic analysis, and environmental monitoring.

The project is restricted under the International Traffic in Arms Regulation (ITAR) or the Export Administration Regulation (EAR), and offerors must disclose any proposed use of foreign nationals. The solicitation is currently closed, and more information can be found on the DoD SBIR website.

Files
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