Our Algorithm development services produce results that operate in the real world with the performance and reliability necessary for the most demanding projects.
CEI’s team has multiple decade’s worth of experience developing Digital Signal Processing (DSP) and Artificial Intelligence (AI) solutions that we can apply to your project.
- Algorithm Specification & Definition
- Custom Algorithm Design & Development
- Testing, Training & Optimization
- Deployment & Sustainment
DIGITAL SIGNAL PROCESSING (DSP)
- Applications Include:
- Radar – Commercial, Industrial, Automotive & Military
- Communications – 5G, etc.
- SIGINT / ELINT
- Electronic Warfare (EW)
- Radar System Emulation
- Sense, Track & Avoid
- DSP Fused with AI & ML
- Extended Kalman Filter w/ Roll, Pitch & Yaw (RPY)
- CFAR Trained Inferencing Engines
ARTIFICIAL INTELLEGENCE (AI)
- Object Profiling & Tracking
- Camera / EO
- Fuzzy Systems (e.g. Collision Avoidance)
- Autonomous Mission Planning
- Artificial Cognitive Systems
- AI Enabled Sensor Fusion Networks
- Gesture Recognition – Radar & Camera
- Neural Networks (Convolution, Cascade Correlation, Deconvolution, Deep Learning Networks)
- Machine Learning (Supervised, Unsupervised, Anytime Learning, Reinforcement Learning)
- Cognitive Systems (hybrid autonomous and semi-autonomous H/W and S/W architectures)
- Predictive Analytics (e.g., system health and status, prognostic health)
- Big Data Analytics
- Intelligent Agent Architectures
- Genetic Algorithms
COMPUTER VISION VIDEOS
Critical Asset ID Feasibility Speed Test
This video shows the identification of multiple assets in the field of view. It was fed through the Classifier in real time and processed at approximately 15 fps. The Classifier recognizes cars, pedestrians, stop lights, stop signs and many other assets (approximately 80).
CV Object Profiling 1
This video displays a first-hand example of CEI’s object profiling technology.
CEI’s SmartSecurity technology is demonstrated in this video.