Algorithms • Software • Exploitation

Data Analysis & Algorithm Development

Turning complex sensor data into actionable, repeatable, and defensible information.

Technical data visualization and sensor analysis display

From measurement to decision

Analysis designed around the mission question

Our engineers and scientists use commercial tools where appropriate and develop custom MATLAB and Python applications when the problem requires a tailored approach. Verification and quality control are part of the workflow from the beginning.

01

Performance Modeling

Evaluate expected sensor and system performance before committing to an expensive test program.

02

System Simulation

Model end-to-end sensor behavior, collection environments, and mission geometry.

03

Trade Studies

Support engineering decisions with quantitative comparisons, sensitivities, and uncertainty.

Core technical areas

Processing, tracking, and model development

Lightstorm develops practical workflows for difficult data sets collected from remote sensors, field tests, and ground-truth systems.

  • Image enhancement
  • Feature extraction
  • Background suppression
  • Atmospheric compensation
  • Target detection
  • Image exploitation
  • Georegistration
  • Multi-frame tracking
  • 3D mesh generation
  • Model conversion
Engineering workstation displaying tracking and image-processing results

Custom software

Reusable tools, automation, and visual workflows

MATLAB and Python enable rapid development, disciplined validation, and reuse of proven components across analysis programs.

  • Data-processing tools
  • Automation workflows
  • Analysis pipelines
  • Machine-learning integration
  • Visualization dashboards
  • Customer-facing applications
Custom scientific software dashboard with plots and imagery