Mall and Metro Station Abandoned Item Detection Robot.

Security risk of abandoned items in crowded areas and late detection.

REF: DEF-05
Security & Defense

Operational
Mechanism.

Technical details of field integration, data flow, and autonomous decision algorithms.

Edge Hardware

HD Wide Angle Camera
Stereo Depth Camera
3D LiDAR
Speaker
LED Warning Display

Artificial Intelligence

Navigation (SLAM)

Autonomous patrol within crowds in mall common areas and metro station platforms

Perception & Analysis

Abandoned Item Time-Based Detection (Ownerless Package/Bag Recognition) and Owner Back-Tracking

Autonomous Workflow

The robot patrols mall common areas and metro platforms; continuously scans environment with cameras.

Bags, packages, or boxes abandoned by their owner for more than 5 minutes automatically detected.

When abandoned item detected, location and photo reported to security center; safe distance line indicated near the item.

Camera recordings rewound and image of person who left the item transmitted to security team.

Operational ROI.
Strategic Decision.

EXPECTED BALANCE IMPACT

Annual $56,000 security operation efficiency. ROI: 2.8x | Payback: 1.5 Years.

Reduces abandoned item detection time from average 12 minutes to 2 minutes; decreases false alarm rate by 60%.

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