Outsight real-time people flow monitoring in Luceros Station

Outsight, Sice and FGV partner to use 3D Spatial Intelligence for Train Stations in Spain

Ferrocarrils de la Generalitat Valenciana (FGV), has launched a LiDAR-Based pilot project for rail stations in collaboration with Outsight and SICE, a leader in infrastructure management.

The project, developed in the Luceros tram station in Alicante, represents a breakthrough in the railway sector by introducing a high-precision solution for station management and improving the passenger experience.

Luceros station, one of the busiest in the FGV network, is characterized by its subway design and a constant flow of daily users.

The solution uses 3D Spatial Intelligence based in LiDAR sensors installed in the station to collect key data. LiDAR technology is a system that uses lasers to measure distances, create three-dimensional maps and anonymously detect movement.

Understanding How Lidar Works
3D LiDAR is a complex technology that enables unprecedented Spatial Intelligence. Many engineering choices are possible when building a new device.

Learn more about how LiDAR sensors work.

Using LiDAR sensors, Outsight’s People Flow Monitoring system collects and analyzes data anonymously to generate a real-time 3D digital twin of the station. This enables operators to:

  • Monitor areas with the highest density of passengers.
  • Identify waiting times in key areas.
  • Optimize resource planning during peak times.
LiDAR Point Cloud with moving people classified by Outsight
Outsight uses LiDAR data to detect, classify, and monitor people and objects moving through the station.
“Thanks to the accuracy of our 3D artificial intelligence algorithms, based on LiDAR technology, we are able to provide real-time information that facilitates operational decision making,” said Diego García de Paredes, Regional Sales Director at Outsight.
The solution guarantees anonymous, precise, and real-time data collection, fully compliant with privacy regulations.

Additionally, it enhances resource management but also improves safety during critical moments, such as peak hours or special events.

“The flexibility and scalability of this technology opens the door for us to apply it in a wide variety of environments, from railway stations to intermodal transport terminals across Europe.

This solution not only improves current management, but redefines how we will design and operate the infrastructures of the future, laying the foundation for smarter, more sustainable and connected transportation,” said Raúl Sánchez-Biezma Díaz, Business Director at SICE.
LiDAR Live View Dashboard with KPIs
The platform analyzes and shows entry and exit flows, detects bottlenecks, and provides actionable insights to optimize passenger circulation.
The project, co-funded by the EU, will run for 3-4 months, from November to the end of February 2025.

During this time, detailed reports will be generated for FGV, identifying areas for improvement and exploring opportunities to expand this technology to other stations and transportation hubs.

LiDAR Solutions for Train Stations
Throughout train stations and at all key touchpoints from entrance to platform, Outsight’s software utilizes the unique value of 3D LiDAR data to anonymously track passengers and monitor queues in real-time. Operators can use accurate data to visualize passenger flow, communicate waiting times and support station operations while enhancing the passenger experience.

About FGV

Ferrocarrils de la Generalitat Valenciana operates metro, train and tram in the Valencian Community, connecting millions of passengers every year with its network of more than 290 km.

Their commitment to innovation positions them as leaders in railway modernization.

Detalle nota de prensa - Comunica GVA - Generalitat Valenciana
La empresa líder en Inteligencia Artificial Espacial, Outsight, y el integrador tecnológico de referencia, SICE, impulsan una iniciativa pionera en España en el sector ferroviario La información sirve para conocer la utilización de recursos, las horas del día con mayor o menor afluencia o las tasas de ocupación de los servicios La empresa pública podrá conocer el número de personas que hay en la estación, la cantidad de viajeros que entra por cada acceso, los usuarios que entran y salen por cada torno o los pasajeros que suben y bajan por la escalera

Read the Official Press Release

About SICE

SICE is a leading multinational company in the integration of technologies for public infrastructure management.

With more than 100 years of history, it has become an international benchmark in the areas of transportation, mobility and intelligent urban services, ITS, tunnels, tolling, water management, security and civil engineering.

Offering a transversal vision that includes all phases of the project: consulting, engineering, implementation, maintenance and operation, SICE develops state-of-the-art integrated solutions and applications based on data science and artificial intelligence technologies.

About Outsight

Outsight's software solutions track and digitize human and vehicle motion using 3D LiDAR data and Spatial AI techniques.

Transportation hub operators, including airports, train stations, sport venues, road infrastructure, and industrial sites, can now access precise and anonymous Spatial Intelligence data to enhance operations, optimize visitor experiences, and increase security and safety.

Our international team of scientists and engineers drives solution development from Paris, San Francisco, Dallas and Hong-Kong.

We believe that accelerating 3D perception technology adoption through robust and scalable Spatial AI solutions will significantly contribute to a smarter, safer, and more sustainable world.


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