Sleep movement video analysis for circadian and restlessness studies
Use video as a reviewable companion to sleep and circadian measures when studies need visible movement-event context.
What the camera can measure
These outputs are designed for study comparison, rater review, and statistical analysis. They are not diagnostic claims.
Movement event count
body or limb displacement above protocol threshold
Posture transition
body orientation change over time
Restlessness segment
clustered movement over a defined interval
Aligned event timestamp
video event time synchronized to external sleep measures
Build the task around your protocol
ConductVision works best when the task, camera setup, annotations, and export fields are defined before the first participant visit.
Task presets
- overnight movement review
- rest interval monitoring
- posture change coding
- limb movement event review
Researcher annotations
- lights off/on
- PSG or actigraphy timestamps
- artifact period
- rater event label
Export fields
- movement events
- posture transitions
- restlessness segments
- time-aligned review notes
Camera setup
Low-light or infrared-capable study camera positioned according to consent and privacy requirements.
Metrics, video signals, and comparators
What is established
Actigraphy, PSG, sleep diaries, and movement-event review are established tools in sleep and circadian research.
What ConductVision quantifies
ConductVision provides visible movement-event timestamps and review segments that can be aligned with external sleep measures.
What still needs validation
Sleep staging, disorder classification, and clinical interpretation require validated sleep instruments and qualified review.
Reviewable data for analysis teams
Exports are built for study notebooks, statistical analysis, and rater review. The video remains available for audit when the protocol allows it.
Scientific context for the task family
These links point to the measurement areas researchers commonly use when validating a protocol.
Research-use measurement note
ConductVision outputs are research-use measurements unless a customer has completed their own clinical validation, regulatory review, and intended-use controls. The study team remains responsible for consent, privacy, camera calibration, rater review, and clinical interpretation.
Adjacent human movement pages
Respiratory and fatigue monitoring
Measure visible breathing motion, exertional recovery, walking task timing, and posture after activity.
Open pageReaction time and psychomotor slowing
Measure reaction time, initiation latency, movement speed, vigilance lapses, and task consistency.
Open pageDigital biomarkers in clinical trials
Plan fit-for-purpose video outcomes for gait, tremor, range of motion, dexterity, and remote visits.
Open pageTelemedicine movement assessment
Guide home video capture, quality checks, task review, and exportable movement measures.
Open pageBring sleep and circadian movement into a real study protocol
Share the task, participant population, camera constraints, and outcomes you need to compare. We will help map what can be measured and what needs validation.
