MIRAFX Vision
Facial Analysis & Landmark Extraction
From video streams to precise facial measurements with state-of-the-art landmark detection and scale-invariant analysis.
MIRAFX Vision is the comprehensive command-line tool for real-time facial feature extraction and analysis. Extract detailed facial measurements from video sources with advanced computer vision technology and production-ready configurability for behavioral analysis and physiological AI research.
Core Innovation
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Advanced Landmark Detection
Built on third-party state-of-the-art landmark extraction technology with multiple visualization modes for different use cases.
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Scale-Invariant Measurements
All spatial measurements normalized for reliable comparisons across distances and recording setups.
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Comprehensive Feature Extraction
Eye tracking, gaze estimation, head pose analysis, and mouth dynamics with clinical-grade precision.
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Production-Ready Platform
Configurable via JSON with command-line arguments and headless mode for server operations.
Key Capabilities
Advanced Facial Feature Analysis
- Eye tracking: Pupil positions, eye corners, lid points, openness, and aspect ratios
- Gaze estimation: Horizontal and vertical gaze ratios with directional classification
- Head pose analysis: 3D orientation angles (pitch, yaw, roll) with visual indicators
- Mouth analysis: Corner positions, lip bounds, openness, width, and aspect ratios
Real-Time Processing
- Live video analysis: Real-time processing from webcam or video files
- High performance: Optimized algorithms for efficient feature extraction
- Temporal accuracy: Microsecond-precision timestamps for synchronized analysis
- Quality monitoring: Real-time assessment of detection confidence and stability
Scale-Invariant Measurement System
- Normalized coordinates: All spatial measurements standardized for consistent analysis
- Reference frame: Coordinates centered for reliable positioning
- Distance independence: Reliable measurements across varying camera distances
- Cross-session consistency: Comparable results across different recording setups
Advanced Stabilization
- Kalman filtering: Advanced noise reduction for smooth landmark tracking
- Moving average: Alternative smoothing method for different use cases
- Jitter reduction: Improved measurement reliability and temporal consistency
- Configurable parameters: Adjustable stabilization strength and methods
Comprehensive Data Output
- Structured CSV export: Frame-by-frame feature data with standardized headers
- Microsecond timestamps: System time or video-based temporal precision
- Quality metrics: Detection confidence and stability assessment
- Batch processing: Efficient processing of multiple video files
Applications
Behavioral Research - Attention tracking studies - Emotion analysis research - Engagement measurement
Human-Computer Interaction - Gaze-based UI control - Accessibility applications - Adaptive interface systems
Medical & Clinical - Eye movement studies - Neurological assessments - Rehabilitation monitoring
Automotive Applications - Driver attention monitoring - Fatigue detection systems - Safety alert integration
Gaming & VR - Avatar control systems - Presence detection - Immersive experiences
Educational Technology - Learning analytics - Attention monitoring - Interface optimization
Technical Highlights
- Cross-platform compatibility: Windows, Linux
- Advanced computer vision: State-of-the-art facial landmark detection models
- Structured CSV export: Frame-by-frame feature data with microsecond timestamps
- Configurable processing: JSON configuration with command-line overrides
- Headless operation: Server-friendly processing without display requirements
Ready for Advanced Facial Analysis?
Transform video streams into precise behavioral measurements with research-grade accuracy.
Contact Us
About Us
Expert Software Consulting & Engineering delivering robust, scalable solutions for AI, algorithms, and mission-critical software development.
Services
Custom Software Development
AI & Machine Learning
Architecture & Design
Standards Compliance
Integration & APIs
Contact
+32 476 862 863
contact@mirafx.com
Linkedin
Liège, Belgium