Consulting & Research Services
Driving Behavior & Streetscape
Develop safer, context-aware, and human-centered autonomous and assisted driving systems through research on driver attentiveness, pedestrian behavior, and multimodal streetscape cues.
- Driver Attentiveness, Distraction & Cognitive Load Studies
- Pedestrian & Cyclist Streetscape Behavior Modeling
- Visual, Audio & Spatial Cues for Human Intention Modeling
- Streetscape Simulation & Synthetic Data Generation
- Cognitive Insights for Driver–Vehicle Interaction
- Evaluation Frameworks aimed at Ecological Validity
Cognitive Media Analytics
Decode audience behavior, attention, and interpretation of media through advanced visuospatial and cognitive analysis methods.
- Audience-Centric & Semiotic Media Analysis
- Perception and Anticipation Modeling
- Event Segmentation & Interaction Modalities
- Attentional Synchrony & Visual Attention Mapping
- Edits, Composition & Aesthetics Analysis
- Multimodal Scene Structure and Elements Capture
Animacy & Virtual Environments
Design immersive and behaviorally realistic virtual environments for gaming, simulation, training, and human–AI avatar interaction.
- Visual, Auditory & Spatial Interaction Cue Design
- Nonverbal Behavior & Attention Cue Modeling
- Realistic Social Cue (Gaze, Gesture) Animation Systems
- Embodied Design for Immersion (Game & Simulation)
- Cognitive Insights on Wayfinding & Navigational Cues
- Task-Specific & Adaptive Interaction Design
Human Event Recognition
Design, deploy, and optimize systems that automatically recognize, track, and interpret human actions and events from video and multimodal data — enabling context-aware computing.
- Human Action / Event Recognition & Retrieval
- Human-Human / Human-Object Interaction Recognition
- Human Event Knowledge Module Development
- Context-Specific Scene Understanding
- Multimodal Data Fusion for Robust Recognition
- Performance Benchmarking & Testing
Cognitive & Social Robotics
Design, test, and deploy humanoid and social robots by leveraging human-centered, cognitive, and multimodal behavioral insights.
- Human-(Human)Object Interaction & Scene Understanding
- Multimodal Human Behavior Integration
- Social Expectation & UX Evaluation Frameworks
- Motion, Gesture & Gaze Emulation
- Dialogue (Turn-Taking) Management
- Engagement, Emotion & Intention Recognition
Behavioral Data Analytics
Preprocessing, annotation, and analysis of human behavioral data (video, sensors, multimodal streams) that generate actionable insights for design, performance, and decision-making.
- Data Pipeline Design, Preprocessing & Multimodal Integration
- Annotation Frameworks & Human Behavior Coding Systems
- Controlled Vocabulary, Taxonomy & Ontology Development
- Actionable Metric Extraction & Interaction Performance Analytics
- Annotation Tooling, Automation & Scalable Behavioral Databases
- Validation, Quality Assurance & Benchmarking