I&T Solution

Reference No.

S-0243

Solution Name

LiDAR Road Monitoring Solutions based on Deep Learning Technology

Solution Description

Our solution is based on self-developed LiDAR component and deep-learning techniques. Our LiDAR uses solid-state scanning method to acquire 3D point cloud information of the target at a very high dynamic range. No image information is involved in this process. Our self-developed deep-learning technologies can provide functions of target identification and classification. Related solutions have been verified by multiple application cases in Mainland China.


The strengths of this solution are comprehensive. Our self-developed hardware product and software functions are supported by our innovative entrepreneurial team, which has been widely recognized all over the world during the CES 2018 & CES 2019. We can provide better cost control and service of customized function developed; Moreover, it is currently the only LiDAR component that can realize mass production capabilities; Finally, our related experience in various user scenarios especially in similar cases can provide powerful supports for these projects.

Application Areas

City Management

Population

Transport

Technologies Used

Artificial Intelligence (AI)

Data Analytics

Deep Learning

Internet of Things (IoT)

Machine Learning

Optics Engineering

Use Case

Vision-based solution is widely used as a traditional method for city management, traffic surveillance and street monitoring. However, some concerns related to privacy has attracted much more attention during the monitoring and surveillance process. From technical level, vision-based solutions still encounter many challenges such as high dynamic range and stable performance towards the changeable environment.


LiDAR is an innovative technology for active target sensing, which can be used as an alternative solution for monitor and surveillance needs at privacy-sensitive scenarios. No image information is directly captured from the component. 3D point cloud information is used to describe the target, including its 3D shape, 3D spatial position, and moving speed.


The benefits of LiDAR solution are comprehensive. No image information is included during the monitoring process can provide maximum protection of privacy. Moreover, LiDAR can provide high dynamic range detection to adapt a complex external environment, including light intensity, weather, and the speed of vehicles. Finally, the stability and reliability of our LiDAR product are trustworthy due to the requirements of the vehicle regulation level.


We have already launched multiple projects for traffic surveillance in mainland China. Our solution has serviced multiple speedways with a few hundreds of LiDAR components put into use.

If any government department would like to conduct PoC trial or technology testing on the I&T solution, please contact Smart LAB.