Vision Solutions for Warehouse Logistics Automation

Tailored for warehouse perception systems, MRDVS delivers comprehensive 3D perception solutions. Our technology enables critical functions within warehouse environments, including high-bay storage safety monitoring, personnel protection, cargo dimensioning, and slot occupancy detection, significantly improving logistics management efficiency.

Real-Time Safety Monitoring for High-Bay Storage

MRDVS’s overhead positioning solution leverages 3D vision technology combined with advanced AI algorithms and hardware integration to deliver an efficient, flexible, and reliable positioning method — perfectly suited for navigation in complex and dynamic environments.

The system enables stacker cranes to precisely locate the 3D spatial data of pallets and racks. It provides real-time monitoring of critical status metrics, including position, shape, offset, tilt, and deformation.

Anomalies trigger immediate feedback to the stacker crane control system. The operation is automatically paused, and alarms are activated to prevent misoperation and mitigate potential safety risks.

The camera features exceptional light resistance, maintaining stable operation even under 100 kLux intense lighting. It supports high dynamic exposure modes to adapt to complex and fluctuating lighting conditions.

Personnel Safety Protection

Powered by our proprietary M-Series 3D cameras and intelligent personnel recognition software, this solution provides real-time monitoring of restricted areas.
It utilizes AI algorithms to precisely detect unauthorized entry or border crossings. Upon detecting anomalies, the system triggers an immediate alarm, helping enterprises proactively manage potential safety threats.

Delivers comprehensive 3D spatial monitoring with precise humanoid recognition technology, significantly minimizing false positives and false negatives.

Maintains stable operation across diverse lighting conditions without the need for external light shielding, making it adaptable to complex industrial environments.

Proprietary sensors automatically perform dynamic tuning based on changes in the monitored scene, further enhancing system performance and stability.

In ideal environments, the system achieves a false alarm rate as low as 1 in 3 million and a miss rate as low as 1 in 1.5 million, ensuring maximum reliability for safety monitoring.

Cargo Dimensioning

Developed on advanced 3D vision technology, our dimensioning solution efficiently captures 3D object data to calculate volume with high precision. Designed for complex environments, it supports not only accurate single-object measurement but also the simultaneous data acquisition of multiple target objects.

Achieves millimeter-level accuracy to ensure the highest standard of volumetric measurement.

Completes measurements in milliseconds, drastically improving operational throughput and efficiency.

Capable of simultaneously capturing 3D data for multiple objects, enabling efficient batch measurement.

Real-Time Bin Status Detection

Using RGB-D cameras to provide both 3D spatial data and color information, this solution automatically identifies bin occupancy, placement compliance, and anomalies.
The 3D AI system can also classify cargo types and transmit data to the scheduling system, enabling intelligent inbound/outbound verification.

Combines 3D data and color information with AI to precisely identify the status of every storage slot.

The bin status recognition algorithm runs directly on the camera (edge processing), reducing deployment complexity and maintenance costs.

Supports TCP/IP, UDP, and HTTP protocols, reporting data to the control system in real-time JSON format.

Transmits real-time slot information to assist the scheduling system in assigning tasks quickly and accurately.

Irregular Soft Pack Depalletizing

By fusing data from RGB-D depth cameras with intelligent algorithms, our 3D vision depalletizing system provides precise visual data and smart path planning for soft packs.
This significantly enhances the efficiency and accuracy of automated depalletizing operations.

Fuses surface texture with point cloud data. The AI precisely identifies the pose of irregular objects, ensuring stable gripping and effectively reducing drop rates or package damage.

Depalletizing algorithms run onboard the camera, enabling real-time data processing and reducing reliance on external industrial PCs.

Features exceptional resistance to environmental light interference, maintaining stable visual recognition performance even in complex lighting scenarios.

Requires no pre-training or data collection. The system adaptively recognizes soft pack and sack stacking patterns, supporting complex structures (e.g., interlocked 5-pack/6-pack patterns, hollow stacks) for efficient depalletizing.

Application Cases

Renowned Logistics Equipment Manufacturer

By adopting the MRDVS 3D Vision High-Bay Safety Monitoring System, this enterprise achieved real-time monitoring of rack and pallet status, effectively ensuring system stability and operational safety.

Automated Warehouse in South China

This facility implemented the advanced MRDVS Bin Status Detection System for comprehensive monitoring and digital management of storage slots. The solution ensures that AGV picking and placing operations are executed with greater efficiency, stability, and safety.

About MRDVS

MRDVS focuses deeply on the fields of mobile robotics and logistics automation, leveraging advanced 3D vision technologies such as iToF, dToF, and binocular structured light. By integrating cutting-edge AI algorithms, MRDVS provides mobile robots with powerful obstacle avoidance, navigation, and recognition capabilities, helping them achieve safer, more stable, and more intelligent operations.

Through multiple rounds of product iteration, MRDVS has developed high-performance, integrated hardware and software solutions that are widely adopted by leading industry players. Our clients include over 80% of domestic mobile robot brands, with tens of thousands of units shipped and validated by top-tier customers—earning strong recognition across the market.

Service@mrdvs.com

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