Behavioral risk detection from motion — in just two seconds.
Not all threats come from code. GHOSTs Detector surfaces behavioral risk signals that traditional security systems miss — analyzing vestibular micro-motions and non-verbal kinetic patterns in real time. An IP-camera-based analytics platform that adds a psychophysiological layer to your security stack, without physical contact, wearables, or active user interaction.
Firewalls see traffic. Access systems see credentials. GHOSTs Detector sees the human state in front of the camera. It analyzes subtle micro-movements and psychophysiological signals captured through standard video feeds to highlight:
It does this passively, without asking for any click, command, or active response. The body reacts before the mind decides — and GHOSTs Detector listens to that signal.
For best performance, GHOSTs Detector is typically deployed where individuals naturally pass through or briefly remain within the camera’s field of view under stable conditions — entrances, gates, reception areas, security checkpoints, elevator halls, corridor bottlenecks, waiting areas, and interview / screening rooms. Placement (camera angle, subject distance, lighting, traffic flow) can be optimized per project.
From national critical infrastructure to high-traffic private-sector venues, GHOSTs Detector is built for the environments where early, objective awareness matters most:
Electric supply
Power plants
Public transportation
Railways, airports, harbour facilities
Data centers
Communications facilities
Military facilities
Bases, defense sites, training grounds
Courts
Courthouses, judicial & legal offices
Police & fire facilities
Financial institutions
Banks, post offices, ATMs
Medical organizations
Hospitals, welfare, pharmaceutical companies
Factories
Food, pharmaceutical, petrochemical
Educational facilities
Conveyance
Delivery & logistics services
Stadiums
Sports, events, concerts
Department stores
Shopping malls
Theme parks
Amusement parks, parks, zoos
Amusement centers
Casinos, game arcades
Accommodations
Hotels, guest houses, dormitories
GHOSTs Detector adapts to each environment through selectable operating modes. Each mode tunes detection for subject distance, movement and crowd density — from single-person checkpoints to multi-person pedestrian flow. CHECK-POINT and SCHOOL are the latest additions.
Stationary · single subject
Single-person screening at building and parking-lot entrances and exits.
Stationary · low volume
Reception counters, flapper gates and baggage-screening lines.
Stationary · slow walking
Reception counters, flapper gates and baggage-screening lines.
Walking · single row
Corridors and waiting areas roughly 5 m wide, with people passing in a single row.
Walking · crowd
Wide walkways, outdoor areas and concourses with continuous pedestrian flow.
GHOSTs Detector sits on top of existing camera infrastructure, adding a behavioral analytics layer without changing your physical setup.
Security cameras stream video into the system, which continuously detects individuals in real time as they pass through the field of view. For stable analysis, cameras are placed where subjects are captured from a suitable angle and distance for at least a short continuous interval.
Once a person is detected, the system overlays a colour-coded frame on each target:
The GHOSTs-graph Sensor combines multiple parameters (stress-related motion patterns, stability, variability) to calculate a Risk Index. When it exceeds a predefined threshold, the system can flag the subject on the operator dashboard in real time and, optionally, issue audible or visual alerts and disseminate notifications via dedicated applications or mass email.
Images and short clips of individuals showing anomalous patterns are extracted from the live stream in real time and stored in a designated log repository with timestamps (optionally stamped with camera ID). This supports post-event review and integration with VMS / PSIM / SIEM platforms (project-specific configuration may be required).
Colour-coded framing in a live crowd — green stays within the normal range, red flags a subject above the risk threshold. Illustrative.
Traditional security analytics focus on external indicators — facial expressions, objects, positions, or observable events. These remain essential, but can be circumvented through intentional behavioral control or operational blind spots, making early-stage risk signals difficult to capture before they visibly surface. GHOSTs Detector adds a fourth dimension: psychophysiological signals encoded in micro-motion.
It interprets
Ingests raw video streams from standard IP cameras.
Isolates pixel-level micro-vibrations while suppressing gross motion and environmental noise.
Correlates vibration frequency and amplitude with states such as stress load, arousal, and conflict.
Generates colour-aura GHOSTs-graphs with a configurable Risk Index on the monitoring UI.
High-speed real-time processing: depending on the operating mode, the system analyzes video at approximately 15–30 fps. Rather than a single frame, it evaluates a short time-series window of about 30–60 frames over roughly two seconds to improve signal stability and risk-estimation accuracy — near real-time, while preserving analytical robustness.
GHOSTs Detector does not replace cameras, access control, or human judgment — it augments them with an additional stream of behavioral insight.
Why it matters
Responsible use
GHOSTs Detector is being developed to run not only on fixed cameras but on moving platforms. By mounting it on drones and vehicles — and on wearable devices worn by personnel on the move — everyday threats can be detected wherever they emerge.
Aerial
Patrol crowds, perimeters and wide outdoor areas from the air, surfacing behavioral risk where fixed cameras cannot reach.
Mobile
Bring contactless detection to patrol cars and mobile units, scanning environments on the move.
Wearable
Worn by personnel on the move — scanning people in passing during foot patrols and field investigations, hands-free and contactless.
These new form factors are in active development.
GHOSTs Detector brings behavioral risk analytics into the security control room — helping teams see what others miss, before situations escalate.
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