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Gesture pattern matching

Run gesture pattern matching against your saved shapes. The gesture verification system checks order and placement for pattern comparison security, then unlocks only when the match score succeeds.

How it works in Scribia

1

Compare saved and attempted shapes.

2

Show placement differences clearly.

3

Display a readable match result.

Capability

Saved pattern

Capability

Attempt pattern

Capability

Match score

Try verification
Advanced Comparison System
Saved Template (Baseline)Template
Registered coordinates baseline
Attempted Signature
dx: 0.8pxdy: 1.2px
Calibrate Alignments
Shift X (Horizontal)0.8px
Shift Y (Vertical)1.2px
Match Diagnostics
Signature Match Score
91%match score

Shape Sequence

Match (0/0)

Total Coordinate Offset

2px

Acceptance threshold

90% Match

Access Granted

Coordinate deviations are within secure signature bounds.

Verification steps
01Import saved encrypted coordinate baseline template
02Decrypted baseline values loaded to memory
03Read coordinate parameters from attempted gesture
04Check shape sequencing & overlap indices
05Calculate pixel grid deviation matching threshold
Match PipelineReal-time delta
Coordinate deviation Xdx < 2.0px
Coordinate deviation Ydy < 2.0px
Verification requires dx and dy delta sums to stay below a strict threshold.

See how the attempt matches the saved gesture.

The comparison system checks shape choice, order, placement, and overall match before allowing access.

Compare saved and attempted shapes.

Show placement differences clearly.

Display a readable match result.

Verify access with pattern
comparison.

Use clear matching feedback when a user recreates their saved gesture.

Compare
Score
Unlock
Database Access Log Audit
Access Log HistorySession Records

usr_9410 - Access Allowed

Attempt: match verified 96%
OK

usr_9410 - Access Denied

Attempt: mismatch score 68%
FAILED
2 audit logs generated

Total attempts

2 sessions

Success rate

50%

Audit lock active

A clear result makes security easier to trust.

The final decision should show whether the gesture matched and what happens next.

Show the match score.

Explain failed attempts clearly.

Continue only after a successful match.

Zero-upload helpers that complement this feature—then continue in the full Scribia product.

Questions about Advanced comparison system

What does the gesture comparison system check?

It evaluates shape choice, order, placement, and an overall match score when verifying your saved security pattern.

Why not only check the final shape?

Order and placement matter so casual look-alike scribbles do not pass as your enrolled gesture.

How does this fit with encrypted storage?

Encrypted storage protects the enrolled pattern; comparison verifies attempts against that protected record.

Is this related to content redaction tools?

Comparison secures login gestures. For scrubbing sensitive text or video frames, use AI Info Remover or the censor editor.